Topic 3: Probability - Denton Independent School District / … · 2012-09-06 · Topic 3:...
Transcript of Topic 3: Probability - Denton Independent School District / … · 2012-09-06 · Topic 3:...
Topic 3: Probability IB Math Studies
Review Sheet for Probability
You should be able to do the following things on this test:
List the sample space of an event
Find the probability of a single event
Mathematically determine if two events are independent Find the probability of two or more dependent or independent events Draw and interpret Venn diagrams
Distinguish between inclusive and mutually exclusive events
Find the probability of inclusive and mutually exclusive events
Find the probability of conditional [“given that”] events
Use Venn diagrams, tree diagrams, tables, and lattice diagrams to solve problems Use the complement of an event to solve problems
IB Math Studies
P.1 What is Probability?
Probability is the measure of how likely an event is to occur.
outcomes possible of number total
A to favorable outcomes of number
)(
)()event(
UnAn
AP
A is the event you want to occur.
U is the universal set of all possibilities.
1. A spinner has 4 equal sectors colored yellow, blue, green and red.
What are the chances of landing on blue after spinning the
spinner?
2. A glass jar contains 6 red, 5 green, 8 blue and 3 yellow marbles. If a single
marble is chosen at random from the jar, what is the probability of
choosing a red marble? a green or a yellow marble?
3. A teacher chooses a student at random from a class of 30 girls.
What is the probability that the teacher chooses a girl? a boy?
A “sample space” is a listing of all possible outcomes of an event. There are three
common ways to show a sample space: lattice, tree, and Venn diagrams.
4. A red die and a white die are thrown. What is the probability that the sum of
the numbers showing on the dice is 9 or 10? [lattice diagram]
Red
White 1 2 3 4 5 6
1
2
3
4
5
6
5. Suppose you toss a coin three times. What is the probability that exactly two
of the tosses results in “heads”? [tree diagram]
6. In a class of 25 students, it is found that 16 of the students play tennis, 6 play
both tennis and chess, and 3 do not participate in any activities at all. Find the
probability that a student plays chess. [Venn diagram]
The probability of an event NOT occurring is called the “complement” of the event.
It is written P(A’). We might say that P(not A) = 1 – P(A). Why? Because an event
can either occur or it can not occur, so P(A) + P(not A) = 1. Sometimes using the
complement is the easiest way to find the probability of “at least” events.
7. A collection of 38 computer disks contain four that are defective. One is
chosen at random. What is the probability it’s defective? it’s not defective?
8. Of seventeen students in a class, five have blue eyes. One student is chosen at
random. What is the probability the student has blue eyes? doesn’t have blue
eyes?
H
T
1st
toss 2nd
toss 3rd
toss
Results
HHH
TTT
T C
3
U=25
P.1 In-Class Exercises
1. A card is chosen from a well-shuffled deck. What is the probability that it is
a black ace? not a black ace? a diamond face card? a jack or a king?
2. If two dice are rolled, what is the probability that both show the same
number?
3. If the probability of rain tomorrow is 52 , what is the probability of no rain?
4. Mr. & Mrs. Smith each bought 10 raffle tickets, and each of their three
children bought 4 tickets. If 4280 tickets were sold in all, what is the
probability that the grand prize winner is Mr. or Mrs. Smith? one of the 5
Smiths? none of the Smiths?
5. From a group consisting of Amal, Bara, Cesar, and Denay, two people are to be
randomly selected to serve on a committee. List the sample space for this
experiment. Find the probability that Bara and Cesar are selected. Find the
probability that Cesar is not selected.
6. Of the 1260 households in a small town, 632 have dogs, 568 have cats, and 114
have both types of pets. Construct a Venn Diagram. If a household is chosen
at random, what is the probability that the household has neither a cat nor a
dog?
7. A bag has 20 discs numbered from 1 to 20. A disc is drawn at random . What
is the probability that the disc has a number that is divisible by 2 and 5?
8. A number between 100 and 999, inclusive, is chosen at random. What is the
probability that it contains at least one zero? no zeros?
9. A bag contains 7 pennies, 4 nickels, and 5 dimes. What is the probability of
choosing a nickel? of not choosing a penny?
10. A family has 3 children. List the sample space, assuming birth order matters.
What the probability that there are 2 boys and 1 girl? that there are 3 boys?
P.1 Answers to Exercises
1. Black ace: 26
1
52
2 Not a black ace:
26
25
52
50
52
21
Diamond face card [KQJ]: 52
3 Jack or king:
13
2
52
8
2. Use a lattice diagram: 6
1
36
6
3. 5
3
5
21
4. Mr. or Mrs. Smith win: 214
1
4280
20
Any of the Smiths win: 535
4
4280
32
None of the Smiths win: 535
531
535
41
5. Sample space: AB AC AD BC BD CD
B and C = 6
1 Not C =
2
1
6
3
6.
Probability of neither = 210
29
1260
174
7. Divisible by 2 and 5: 10, 20. So, 10
1
20
2
8. There are 900 numbers. At least 1 zero: 900
171 no zeros:
900
729
900
1711
9. Nickel: 4
1
16
4 Not a penny:
16
9
10. Sample space: BBB, BBG, BGB, BGG, GBB, GGB, GBG, GGG
2 boys and 1 girl: 8
3 3 boys:
8
1
D C
518 454 114
174
U=1260
IB Math Studies
P.2 Independent and Dependent Events
Today we will look at the probability of two events both happening. The notation
for this is P(A and B) or B)P(A . Tree diagrams are often the easiest way to
organize these kinds of events.
Two events are independent if the outcome of the first event does not influence
the outcome of the second event. The following formula applies:
P(B)P(A)B)P(A
1. Find the probability of getting a sum of 5 on the first toss of two dice and a
sum of 3 on the second toss.
2. A shelf contains 9 boxes of Corn Flakes and 6 boxes of Captain Crunch. Ahmed
chooses one box at random, then puts it back. A second person does the same
thing. What is the probability they both chose Captain Crunch? What is the
probability they both chose the same cereal?
3. Andrew is 55, and the probability that he will be alive in 10 years is 0.72. Ellen
is 35, and the probability that she will be alive in 10 years is 0.92. What is the
probability that a) they will both be alive in 10 years; b) neither will be alive in
10 years; c) one of them will be alive in 10 years.
4. It is given that 6.0)( AP , 7.0)( BP and 4.0)( BAP . Draw a Venn
diagram to represent this information. Are events A and B independent?
Why or why not?
5. It is given that 3
2)( AP and
6
1)( BAP . It is known that events A and B are
independent. Find P(B).
Two events are dependent if the outcome of the first event in some way influences
the outcome of the second event. The following formula applies:
A) following P(BP(A)B)P(A A) | P(BP(A)
6. There are 2 cans of root beer and 4 cans of Dr. Pepper on the counter. Nada
drinks two of them at random. What is the probability that she drank one can
of each?
7. A quality-control procedure for testing Ready-Flash disposable cameras
consists of choosing two cameras at random from each lot of 100 without
replacement. If both cameras are defective, the entire lot is rejected.
Typically, 10 cameras of the 100 are defective. Find the probability that the
lot of cameras will NOT be rejected.
P.2 Exercises
The more complicated the problem, the easier it will be to solve if you use a TREE
diagram…
1. A bowl contains 5 oranges and 4 tangerines. Marie randomly selects one, puts
it back, and then selects another. What is the probability that both
selections were oranges?
2. Find the probability of being dealt 5 hearts from a standard deck of 52 cards.
3. Badriya’s wallet contains four 1BD notes, three 5BD notes, and two 10BD
notes. a) Find the probability of selecting three 5BD notes. b) Find the
probability of selecting three 10BD notes.
4. For a bingo game, wooden balls numbered consecutively from 1 to 75 are
placed in a box. Five balls are drawn at random without replacement. Find the
probability of selecting five even numbers.
5. There are 5 pennies, 7 nickels, and 9 dimes in Venika’s coin collection. She
chooses two coins at random from the collection. What is the probability that
both are pennies if a) no replacement occurs; b) replacement occurs?
6. Two dice are tossed. a) Find P(no 2s). b) Find P(two different numbers).
7. A bag contains 4 red, 4 green, and 7 blue marbles. Three are selected in
sequence without replacement. What is the probability of selecting a red, a
green, and a blue marble in that order?
8. A bag contains 4 red, 4 green, and 7 blue marbles. Three are selected in
sequence without replacement. What is the probability of selecting a red, a
green, and a blue marble in any order?
9. There are two traffic lights along the route that Aly rides home from school.
one traffic light is red 50% of the time. The next traffic light is red 60% of
the time. a) What is the probability that Aly will hit both green lights on the
way home? b) What is the probability that he will hit one green light on the
way home?
10. A student runs the 100m, 200m, and 400m races at the school athletics day.
She has an 80% chance of winning any given race. a) Find the probability that
she will win all 3 races. b) Find the probability that she will win any 2 races.
11. Dale and Kritt are trying to solve a physics problem. Dale has a 65% chance of
solving the problem, while Kritt has a 75% chance. a) What is the probability
that the problem gets solved? b) What is the probability that the problem
does not get solved?
12. a) If 5
2)( AP and
3
2)( BP , find )( BAP if A and B are independent.
b) Given that 3
2)( AP ,
2
1)( BP , and
3
1)( BAP , determine whether A
and B are independent events.
P.2 Answers:
1. Independent: 309.08125
95
95
2. Dependent: 000495.0
3. a) Dependent: 0119.0841
71
82
93
b) Dependent: 070
81
92
4. Dependent: 0253.0
5. a) Dependent: 0476.0211
204
215
b) Independent: 0567.044125
215
215
6. a) Independent: 694.036
25
b) Independent: 833.06
5
7. Dependent: 0410.01958
137
144
154
8. Dependent: 246.0195
48
9. a) Independent: P(GG) = 0.50 * 0.40 = 0.20
b) Independent: P(RG GR) = (0.50 * 0.40) + (0.50 * 0.60) = 0.50
10. Independent: a) 0.512
b) 0.384
11. Independent: From a tree diagram:
a) P(it gets solved) = 1-P(doesn’t get solved) = 0.9125
b) P(doesn’t get solved) = 0.35*0.25 = 0.0875
12. a) Independent, so 15
4B)P(A
b) They are independent ONLY IF P(B)P(A)B)P(A , so check…
IB Math Studies
P.3 Basic Set Theory
Shade each of these:
BA BA 'A
)'( BA )'( BA BA '
CB )( CBA ')( CBA
In a survey of children who saw three different shows at Walt Disney World, the
following information was gathered:
39 children liked The Little Mermaid
43 children liked 101 Dalmatians
56 children liked Mickey Mouse
7 children liked The Little Mermaid and 101 Dalmatians
10 children liked The Little Mermaid and Mickey Mouse
16 children liked 101 Dalmatians and Mickey Mouse
4 children liked The Little Mermaid, 101 Dalmatians, and Mickey Mouse
6 children did not like any of the shows
How many children were surveyed?
A B
C
A B
C
A B
C
A B A B A B
A B A B A B
Problems involving probability are often solved by using Venn Diagrams:
1. Given P(A) = 0.55, )( BAP = 0.7, and )( BAP = 0.2, find )'(BP
2. Given P(A) = 5
3, P(B) =
3
2, and )( BAP =
2
1, find )( BAP
3. Given that P(A) = 0.6, P(B) = 0.7, and that A and B are independent events, find
)( BAP , )'(AP , )'( BAP .
Hmmm… What does “independent” mean?
What formula did we learn?
A B
A B
A B
P.3 Exercises
1. A platform diving squad of 25 members has 18 members who dive from 10 m
and 17 who dive from 4 m. What is the probability that a member of the
squad dives from both platforms?
2. A badminton club has 31 playing members. 28 play singles and 16 play doubles.
What is the probability that a member plays both singles and doubles?
3. In a factory, 56 people work on the assembly line. 47 work day shifts and 29
work night shifts. What is the probability that an employee works both day
shifts and night shifts?
4. In a group of 120 students, 75 know how to use a Macintosh, 65 know how to
use a PC, and 20 do not know how to use either. Find the probability that a
student knows how to use both kinds of computers.
5. A city has three newspapers A, B and C. Of the adult population, 1% read none
of these newspapers, 36% read A, 40% read B, 52% read C, 8% read A and B,
11% read B and C, 13% read A and C and 3% read all three papers. What
percentage of the adult population read newspaper A only?
6. Given P(C) = 0.44, )( DCP = 0.21 and )( DCP = 0.83, find P(D’).
7. If P(A) = 0.6 and P(B) = 0.5 and )( BAP = 0.2, find
a) )( BAP b) P(B’) c) )'( BAP
8. If P(A) = 0.6 and P(B) = 0.5 and A and B are independent events, find
a) )( BAP b) P(B’) c) )'( BAP
9. Given P(A) = 3
1 , P(B) = 8
3 , and B)P(A = 12
7 , show that A and B are
independent events.
P.3 Homework Answers
1. 25
10
2. 31
13
3. 56
20
4. 120
40
5. 18%
6. 0.40
7. a) 0.9 b) 0.5 c) 0.4
8. a) 0.8 b) 0.5 c) 0.3
9. Using the information, we can find that 24
3)( BAP . Since this is the same
as P(A)*P(B), these events are independent.
IB Math Studies
P.4 Combined and Mutually Exclusive Events: B)P(A
Two either/or events are combined if there exists the possibility that both events
might occur at the same time. We have to consider the possibility of A occurring
by itself, B occurring by itself, and both A and B occurring together. Because
there is an area of overlap, we have to avoid double counting by subtracting the
area of overlap.
B)P(AP(B)P(A)B)P(A
1. When choosing a card, what is the possibility of choosing a king or a diamond?
2. Professor Jackson is in charge of a program to prepare people for a high school
equivalency exam. Records show that 80% of the students need work in math,
70% need work in English, and 55% need work in both areas. Compute the
probability that a student selected at random needs help in math or English.
3. In a bag are 100 discs numbered 1 to 100. A disc is selected at random from
the bag. Find the probability that the number on the selected disc is even or a
multiple of 5.
4. A garage knows that when a person calls to report that their car won’t start,
the probability that the engine is flooded is 0.5 and the probability that the
battery is dead is 0.4, and the probability of both is 0.1. What is the
probability that the next person who calls will have either a flooded engine or a
dead battery? Are these events dependent or independent? Why?
5. In a class, half the pupils study Mathematics, a third study English, and a
quarter study both Mathematics and English. Find the probability that a
student selected at random studies either Mathematics or English.
A B
A special case of combined events occurs if either event may occur, but both
cannot happen at the same time. We call these mutually exclusive events. In this
case, there is no overlap, so we don’t have to worry about double counting. It’s the
same equation as the one we saw on the previous page, but with 0 B)P(A
B)P(AP(B)P(A)B)P(A
P(B)P(A)B)P(A
6. When tossing a die, what is the probability of tossing a 3 or a 4?
7. When choosing a card, what is the probability of choosing a jack or a king?
8. The Cost Less Clothing Store carries “seconds” in slacks that don’t quite fit. If
you buy a pair of slacks in your regular waist size without trying them on, the
probability that the waist will be too tight is 0.30 and the probability that it
will be too loose is 0.10. What is the probability that the waist won’t fit?
9. Given that events A and B are mutually exclusive with P(A) = 10
3 and P(B) =
5
2,
find the value of B)P(A .
These two situations are easy to get confused. Be sure you know there are two
possible formulas for B)P(A :
Combined events: B)P(AP(B)P(A)B)P(A
Mutually exclusive events: P(B)P(A)B)P(A
A B
P.4 Homework Exercises:
For each problem, tell whether the event is combined or mutually exclusive. Then
solve the problem using the appropriate technique, formula, or diagram.
1. Lara has 4 pennies, 3 nickels, and 6 dimes in her pocket. She takes one coin
from her pocket at random. What is the probability that it is a penny or a
dime?
2. After a recent disaster, 200 people in a community were asked what kind of
help they gave to the victims. 65 said they donated food. 50 people said they
donated money, and 30 people said they donated both. What is the probability
that a person selected at random from the sample donated neither food nor
money?
3. Two cards are chosen from a standard deck of 52 cards. What is the
probability that both are spades or both are red cards?
4. Given that the events X and Y are mutually exclusive with P(X) = 7
4 and P(Y) = 3
1
, find )( YXP and )( YXP .
5. Given P(S) = 0.34, and P(T) = 0.49, and )( TSP = 0.83, show that the events S
and T are mutually exclusive.
6. As a result of a survey of the households in a town, it is found that 80% have a
video recorder and 24% have satellite television. Given that 15% have both a
video recorder and satellite television, find the proportion of households with
neither a video recorder nor satellite television.
7. When a roulette wheel is spun, the score will be a number from 0 through 36.
Each score is equally likely. Find the probability that the score is
a. an even number b. a multiple of 3 c. a multiple of 6
8. From a group consisting of Alvin, Bob, Carol and Donna, two people are to be
randomly selected to serve on a committee. Use a tree diagram to give the
sample space. What is the probability that Bob or Carol is selected?
9. In a homeroom, 5 of the 12 girls have blonde hair and 6 of the 15 boys have
blonde hair. What is the probability of randomly selecting a boy or a blonde-
haired person as homeroom representative to the student council?
P.4 Homework Answers:
1. Mutually exclusive: 769.013
10
2. Combined: 575.0200
115
3. Mutually exclusive and dependent: P(SS)+P(RR) =
304.0102
31
51
25
52
26
51
12
52
13
4. Mutually exclusive, so )( YXP = 0
Mutually exclusive, so )( YXP = 905.021
19
5. The events are mutually exclusive if 0)( TSP . So see if it works…
6. Combined: 0.11
7. a. 37
19 b.
37
12 c.
37
6
8. 6
5
9. 27
20
IB Math Studies
P.5 Conditional Probability
Conditional probability measures the probability of an event A occurring given that
B has already occurred. There is a formula for this in your packets, but I find it
confusing for solving real-life problems…
P(B)
B)P(AB)P(A
|
In conditional probability, what you are doing is reducing the sample space to B and
then finding how much A there is in B. Venn, tree, and lattice diagrams can help…
1. Two dice numbered one to six are rolled. Find the probability of obtaining a
sum of five given that the sum is seven or less. P(sum of 5|sum of 7 or less)
2. In a class of 25 students it is found that 5 of the students play both tennis and
chess, 10 play tennis only, and 3 do not participate in any activities. Find the
probability that a student selected at random from this group plays tennis,
given the student plays chess.
3. Bag A contains 5 blue and 4 green marbles. Bag B contains 3 yellow, 4 blue, and
2 green marbles. Given you have a green marble, what is the probability it came
from Bag A?
4. At the basketball game, Amanda got into a two-shot foul situation. She figured
her chance of making the first shot was 0.7. If she made the first shot, her
chance of making the second shot was 0.6. However, if she missed the first
shot, her probability of making the second shot was only 0.4. Given Amanda
missed the second shot, find the probability that she made the first shot.
5. The events A and B are independent. P(AB) = 0.6 and P(B) = 0.8.
a) P(A) b) P(A|B) c) P(A|B’)
P.5 Homework Exercises
1. Dana and Lana are trying to solve a physics problem. Dana has a 65% chance
of solving the problem, and Lana has a 75% chance. Find the probability that
a. only Lana solves the problem.
b. Lana solves the problem.
c. both solve the problem.
d. Dana solves the problem, given the problem was solved.
2. What is the probability that the total of two dice will be greater than 8
given that the first die is a 6?
3. In a class of 25 students, 14 like pizza and 16 like coffee. One student likes
neither. One student is randomly selected from the class. What is the
probability that the student:
a) likes pizza, but not coffee b) likes pizza given that s/he likes coffee?
4. Given 3
1 )( BAP and
5
3)(BP , find P(A|B).
5. A drawer contains three good light bulbs and two defective light bulbs. Two
light bulbs are chosen at random without replacement. Find each
probability:
a. P(2nd good | 1st defective)
b. P(good defective)
c. P(2nd good | 1st good)
d. P(good good)
6. Three cards are drawn from a standard deck of 52 cards. What is the
probability that the third card is a spade if the first two cards are hearts?
7. 400 families were surveyed. It was found that 90% had a TV set and 60%
had a computer. Every family had at least one of these items. If one of
these families is randomly selected, find the probability it has a TV set
given that it has a computer.
8. Given 51)|( BAP and
21)( BP , find )( BAP .
9. Given 65)|( BAP ,
43)( AP , and
32)( BP , find )( BAP .
11. Urn 1 contains 4 red and 6 green balls while Urn 2 contains 7 red and 3 green
balls. An urn is chosen at random and then a ball is chosen from the selected
urn. Draw a tree diagram. Find P(Urn 1|G).
12. Thirty students sit for an examination in both French and English. 25 pass
French, 24 pass English, and 3 fail both. Determine the probability that a
student who
a. passed French also passed English
b. failed English passed in French
13. The probability that a animal will still be alive in 12 years is 0.55. The
probability that its mate will still be alive in 12 years is 0.60. Find the
probability that the mate is still alive in 12 years given that only one is still
alive
14. In a certain town, 3 newspapers are published. 20% of the population read
A, 16% read B, 14% read C, 8% read A and B, 5% read A and C, 4% read B
and C, and 2% read all newspapers. A person is selected at random.
Determine the probability that the person reads:
a. none of the papers
b. at least one of the papers
c. exactly one of the papers
d. either A or B
e. A, given that the person reads at least one paper
f. C, given that the person reads either A or B or both
P.5 Homework Answers
1. a) 0.2625 b) 0.75 c) 0.4875 d) 0.712
2. 667.06
4
3. a) 32.025
8 b) 375.0
16
6
4. 556.09
5
5. a) 4
3 b) 1 c)
2
1 d)
10
3
6. 26.050
13 7. 833.0
6
5 8.
10
1
9. 861.036
31
10. a) 0.9568 b) 0.95 c) 0.99
d) it would be great if both were higher -- if 100% of innocent people were
acquitted and 100% of guilty people were convicted
e) 0.7902 f) 0.1978
11. 667.03
2
12. a) 88.025
22 b)
6
3
13. 551.049
27
14. a. 0.65 b. 0.35 c. 0.22 d. 0.28 e. 0.571 f. 0.25