Introduction au traitement de donnees avec R (Jour 1)

7212019 Introduction au traitement de donnees avec R (Jour 1)

httpslidepdfcomreaderfullintroduction-au-traitement-de-donnees-avec-r-jour-1 160

Introduction au Traitement de Donneacutees

avec R

par Kapo Martin Coulibaly PhD

1



Qursquoest-ce que crsquoest que R

bull Logiciel Libre

bull Logiciel de Calculs Statistiques

bull Langage de Programmation

bull Systegraveme danalyse et de Maniulation deonnes

2



regrave$e istoire de R

bull Cr ar Ross ampa(a et Robert )entlemanPro+esseurs de Statistiques en ou$ellelande en 001

bull Largement insir drsquoun autre langage destatistique ael S

bull e nos 2ours le d$eloement et la maintenancede R sont assurs ar le 3Core e$eloment

4eam5 de R

3



Comment 6btenir R

bull tt788999r-ro2ectorg8

4



ampnter+ace )raique indo9s

5



Caractristiques )nrale de R

bull Lignes de commandesbull ampnter+ace graique limite

bull Les commandes sont organise ar librairies

bull Les librairies aselt =tilslt StatltStatgtlt)raics sont carges ar d+aut

bull ampl eiste un tregraves grand nombre de librairies

scialises et gratuites

6



ormat des commandes

bull CommandearamegravetreA$aleurltaramegravetregtA$aleurlt

bull Lrsquoassignement des $aleurs se +ait a$ec le signe3B-5 ou 3-5

bull Les comaraisons 3AA3 our gallt 3A3 et 3BA3sont elicites

bull La luart des commandes sont des +onctions

crites galement a$ec le langage R

7



Structure des onnes

bull Decteur

bull Matrice

bull Dariable Multi-imensionnelles Erray

bull 4ableau de onnes ata rame

bull List

8



Cration de onnes

FFF Creation de $ecteur $ectB-cltGHlt0ltIGltGH

$ect

JK GH 0 IG GH

$ectgtB-H7H

$ectgt

JK H 1 N 0 gt I G H

9



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10



Creation et Maniulation de Matrice

FCreation de Matrice matB-matricltgtltIltltgtltIltGltHltltGltHltlt nro9AIltncolAG mat

JltK JltgtK JltIK JltGKJltK G GJgtltK gt gt H HJIltK I I matJgtltgtKJK gt

11




matJltGKJK G matJltGKB-IN

mat JltK JltgtK JltIK JltGKJltK G IN

JgtltK gt gt H HJIltK I I

12



donnB-data+rame +idonn

$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt

Creation de 4ableau de onnes

13



FF Creation de listesEB-mat

LB-

listO=EEOlt00gtltHltOomOltObananeOltE LJJKK

JltK JltgtK JltIK JltGK

JltK G IN


Creation de Liste de onnes

14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO

JJKK JltK JltgtK JltIK JltGK

JltK G INJgtltK gt gt H HJIltK I I

15



ampmortation de donnes

bull R ampmorte drsquoautre +ormats de logicielsstatistiques SPSSlt SESlt

bull ampmorte galement les +iciers tete

ESCampamp a$ec sarateurs

bull Le +ormat ESCampamp est le +ormat de coi

bull Lrsquoimort de +iciers est la +orme la luscommune de cration de donne dans R

16



Lecture de +iciers tete

bullombreuses commandesdisonibles

bullous cou$rirons I commandes7- Readtable

- Readcs$

- scan

17



Readtable

4esttt Ege Poids 4aille

gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable

d+B-readtableOtestttOltseAOOlteaderA4R= d+

Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19



I I -gt0 -gtgt HH NN gtgt -NgtG -gtgt1 0HHI 1N1II IN0

4estgttt

20



d+gtB-readtableOtestgtttOlteaderAELSltseAOOlts(iA d+gtJ7ltK D Dgt

gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5

bull Permet de lire un $ecteur ou une liste

bullLit un +icier ou des entres cla$ier

bull Les donnes eu$ent tre organises de

+aon $arie colonneslt longue ligne

22



emle de iciers 4etes

Ltt=EE IG =C GgtI (o++i (ouadio 0

Lgttt

gt GH GI gtI 0N 1 N gt N1 IG H 1 HG Igt H GI N0 1 N 0 HG

23



LB-scanOLttOlt9atAcaracter

Read N items

LJK O=EEO OO OIGO O=CO

OGgtIO O(o++iO O(ouadioO O0O

Commande 3scan5

24



LgtB-scanOLgtttOlt9atAnumeric

Read gtI items

Lgt

JK gt GH GI gtI 0N 1 N gt N1 IG H

1 HG I gt H GI N0 1 N 0 HG

Commande 3scan5

25



Quelques otions de scan

bull scan+ile A OOlt 9at A doublelt n A -lt se A

OOlt dec A OOlt s(i A lt nlines A lt nastrings AOEO

26



emle de Session de R

bull Canger de rertoire ar d+autbull - File Chane Dir

bull Lister les +iciers du rertoire a$ec la

commande7 dir bull =tiliser les commandes de lecture readtablelt

readcs$lt etc our imorter les donnes

27

l d S i d R



bull Sau$er la session- File ave $orspace

bull 6n eut sau$er la liste des commandes

ampFile ave historybull qui$alent commande des etaes

recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide

bull Eller a el T tml el T Pac(ages

29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers

9ritetabled+lt+ileAOtestttOltseAO OOEgeO OoidsO OtailleO

OO gt HH

OgtO G I 1HOIO N 1 H

OGO HH GH

OHO H I OO N G I

32



crire des iciers

9riteElt+ileAOtestttOltseAO 3ltncolAG gt I

gt I G H

IN H

33

i d i i



crire des iciers

9ritetabled+lt+ileAOtestttOltseAO3ltro9namesAELS

OEgeO OoidsO OtailleO

gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim

E JltK JltgtK JltIK JltGK

JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt

$ectgt JK H 1 N 0 gt I G

H lengt$ectgt

JK

39

Maniulation de onnees




lsJK OEO Od+O Od+gtO OdonnO OLO OLgtO OmatO

O$ectO O$ectgtO d+ Ege oids taille

gt HHgt G I 1HI N 1 HG HH GH

H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41





d+Jltgt7IK oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

42





d+JltcOoidsOltOtailleOK oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

43

Maniulation de onnes




d+J7IltK Ege oids taille

gt HHgt G I 1H

I N 1 H

44





d+J-ltK Ege oids taille

gt G I 1H

I N 1 HG HH GH

H H I

N G I

45





d+J-gtltK Ege oids taille

gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49





sort$ectJK GH GH 0 IG

re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I

tE JltK JltgtK JltIK

JltK gt I

JgtltK gt IJIltK G H

JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE

JK gt I gt I G H IN H

matriEltncolAG JltK JltgtK JltIK JltGK

JltK G IN

JgtltK gt gt H H

JIltK I I

52

Selection de Commandes





JltK G IN

JgtltK gt gt H H

JIltK I I

aB-EJltKW agtB-EJIltK

cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH

JK H gt gtH I IH G GH

H HH H 1 1H N NH 00H

54





seqltltlengtAHJK IgtH HH 11H

seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y

eandgridlty Dar Dargt

gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+lttaille I X oids HH

Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+lttaille I Y oids HH

Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59




d+Jorderd+UEgeltK Ege oids taille

H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Qursquoest-ce que crsquoest que R

bull Logiciel Libre

bull Logiciel de Calculs Statistiques

bull Langage de Programmation

bull Systegraveme danalyse et de Maniulation deonnes

2







4eam5 de R

3



Comment 6btenir R


4




5









6



ormat des commandes






7



Structure des onnes

bull Decteur

bull Matrice



bull List

8



Cration de onnes


$ect

JK GH 0 IG GH

$ectgtB-H7H

$ectgt

JK H 1 N 0 gt I G H

9



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60







4eam5 de R

3



Comment 6btenir R


4




5









6



ormat des commandes






7



Structure des onnes

bull Decteur

bull Matrice



bull List

8



Cration de onnes


$ect

JK GH 0 IG GH

$ectgtB-H7H

$ectgt

JK H 1 N 0 gt I G H

9



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Comment 6btenir R


4




5









6



ormat des commandes






7



Structure des onnes

bull Decteur

bull Matrice



bull List

8



Cration de onnes


$ect

JK GH 0 IG GH

$ectgtB-H7H

$ectgt

JK H 1 N 0 gt I G H

9



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




5









6



ormat des commandes






7



Structure des onnes

bull Decteur

bull Matrice



bull List

8



Cration de onnes


$ect

JK GH 0 IG GH

$ectgtB-H7H

$ectgt

JK H 1 N 0 gt I G H

9



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60









6



ormat des commandes






7



Structure des onnes

bull Decteur

bull Matrice



bull List

8



Cration de onnes


$ect

JK GH 0 IG GH

$ectgtB-H7H

$ectgt

JK H 1 N 0 gt I G H

9



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



ormat des commandes






7



Structure des onnes

bull Decteur

bull Matrice



bull List

8



Cration de onnes


$ect

JK GH 0 IG GH

$ectgtB-H7H

$ectgt

JK H 1 N 0 gt I G H

9



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Structure des onnes

bull Decteur

bull Matrice



bull List

8



Cration de onnes


$ect

JK GH 0 IG GH

$ectgtB-H7H

$ectgt

JK H 1 N 0 gt I G H

9



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Cration de onnes


$ect

JK GH 0 IG GH

$ectgtB-H7H

$ectgt

JK H 1 N 0 gt I G H

9



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



$ectIB-$ector

$ectI

logical

$ectIJKB-G

$ectI

JK G

Cration de Decteur

10






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60






11







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60







12




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




$ar $argt

gtI HGgt gt 1

I G Igt

Igt gt


13




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




LB-



JltK G IN



14



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Creation de Liste

LJJKKJK O=EEO

JJgtKK

JK 00gt

JJIKKJK H

JJGKK

JK OomO

JJHKKJK ObananeO



15









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60









16






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60






- Readcs$

- scan

17



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Readtable


gt HH

G I 1HN 1 H

HH GH

H I N G I

18



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Readtable


Ege Poids 4aille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

19




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




4estgttt

20




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




gt I I

I -gt

G 0 -gt

H gt H

H N

1 N gt

N gt -N

0 gtG -gt gt1 0HH

21



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Commande 3scan5





22





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





Lgttt


23




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




Read N items



Commande 3scan5

24




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




Read gtI items

Lgt



Commande 3scan5

25






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60






26








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60








27

l d S i d R






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60






recedentes

- set$d(c)+

- saveimae(c)+


28



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Eccder a laide


29



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Eccder a laide

30

E d l id



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Eccder a laide

31



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



crire des iciers


OO gt HH


OGO HH GH

OHO H I OO N G I

32



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



crire des iciers


gt I G H

IN H

33

i d i i



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



crire des iciers



gt HH

G I 1HN 1 H

HH GH

H I N G I

34



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



35



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



36

C d ) l



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



Commandes )nrales

bull meanbull sum

bullma

bull min

bull ro9Means

bull colMeans

bull lengtbull min

bullsd

bull $ar

bull dim

bull ro9Sums

37

l di



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



emle dim


JltK G IN

JgtltK gt gt H H

JIltK I I

dimEJK I G

38

emle lengt



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



emle lengt


H lengt$ectgt

JK

39








H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60







H H I N G I

40





d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




d+UEgeJK gt G N H N

d+JltIK

JK HH 1H H GH I

d+U

JK HH 1H H GH I

41






HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





HH

gt I 1HI 1 H

G HH GH

H I G I

42






HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





HH

gt I 1HI 1 H

G HH GH

H I G I

43






gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





gt HHgt G I 1H

I N 1 H

44






gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





gt G I 1H

I N 1 HG HH GH

H H I

N G I

45






gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

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JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





gt HH

I N 1 HG HH GH

H H I

N G I

46





d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

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JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




d+Jlt-K oids taille

HH

gt I 1HI 1 H

G HH GH

H I G I

47





$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




$ectgt

JK H 1 N 0 gt I G H

$ectgtJG7NK

JK N 0 gt

$ectgtJ-gt7-GK

JK H 0 gt I G H

9ic$ectgt

JK 1 N 0

48





$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




$ect

JK GH 0 IG GH

9ic$ect

JK G 9icma$ect

JK G

9icmin$ectJK

49






re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





re$sort$ect

JK IG 0 GH GH

gtV$ect

JK gt 0 N N 0

50






JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





JltK G IN

JgtltK gt gt H H

JIltK I I


JltK gt I


JGltK IN H

51




E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



E


JltK G IN

JgtltK gt gt H H

JIltK I I cE



JltK G IN

JgtltK gt gt H H

JIltK I I

52






JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





JltK G IN

JgtltK gt gt H H

JIltK I I


cbindaltagt a agt

JltK I

JgtltK I

JIltK G

JGltK IN

53





rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




rbindaltagt


a G IN

agt I I seqltltbyAH



54






seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60





seqltgtltbyAG

JK H 0 I 1

55




seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



seqltltgt-

seqltltgt-y


gt gt

I G

G

H N

1 gt

N gt gt

0 G gt

gt N gt

gt gt

I G

G gt G

H

56




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I

subsetd+ltEge

Ege oids taille

gt HH

gt G I 1H

I N 1 H

57




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1HI N 1 H

58




d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60



d+

Ege oids taille

gt HH

gt G I 1H

I N 1 H

G HH GH

H H I

N G I


Ege oids taille

gt HH

gt G I 1H

I N 1 HG HH GH

59





H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60




H H I

N G I

G HH GH

gt HH

gt G I 1H

I N 1 H

60

Introduction au traitement de donnees avec R (Jour 1)

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Transcript of Introduction au traitement de donnees avec R (Jour 1)