Slide4 bme adat_2015
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session#4 Divényi János @divenyi.janos
b.socrative.com
Student login into room BMEADAT
How to find answersto relevant questions
using data
QUESTION
DATA
ANALYSIS
PRESENTATION
QUESTION
DATA
QUESTION
DATA
ANALYSIS
How doesa new piece of
informationaffects
what we knowabout the world?
ww
w.b
igs
toc
kp
ho
to.c
om
P(A|B)
conditional probability
probability that A occurs given than B has occurred
RANDOMNESS
http://dilbert.com/strip/2001-10-25
RANDOMNESS
http://dilbert.com/strip/2001-10-25
RANDOMNESSYOU CAN NEVER BE SURE
http://dilbert.com/strip/2001-10-25
Statistical HypothesisTesting
Jake VanderPlas
Statistics for Hackers
http://xkcd.com/882/
Statistical HypothesisInference Testing
Charles Lambdin
Statistical HypothesisInference Testing
Charles Lambdin
Mr. Allen, the candidate for politicalParty A will run against Mr. Baker of Party B for office. Past races betweenthese parties for this office werealways close, and it seems that thisone will be no exception – Party A candidates always have gottenbetween 40% and 60% of the vote and have won about half of the elections.
Carl Morris (1987)
QUESTION
Mr. Allen needs to know whether he is going to win the election, so he ordersa poll. Which of three outcomes wouldbe the most encouraging for him?
(a) Y = 15, n = 20
(b) Y = 115, n = 200
(c) Y = 1046, n = 2000
Carl Morris (1987)