Probability and Statistics Exercises: Worksheet 9 - MATH 10B, Exercises of Probability and Statistics

Several exercises related to probability and statistics, including problems involving conditional probability, sample spaces, and probability calculations. The exercises cover a range of topics, including weather forecasting, coin flipping, and candy consumption. solutions to each problem, making it a useful resource for students studying probability and statistics.

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Week 5 Worksheet 9 MATH 10B
Tu 2/21/19
1. A weather forecaster in Brooklyn reports the following: The probability it will snow
today is .7. The probability it will snow tomorrow is .5. The probability it will snow
today and tomorrow is .3. The probability it will snow today or tomorrow is .9.
Define an appropriate sample space, write these expressions in terms of unions and
intersections of subsets of the sample space, and assess if this is a reasonable statement
to make.
Solution: The sample space is the four possibilities of snow; it snows today and
tomorrow, it snows today but not tomorrow, it snows tomorrow but not today, or
it snows neither day. Call Athe event that it snows today, and Bthe event that
it snows tomorrow. These can be expressed as
P(A) = .7, P (B) = .5, P (AB) = .3, P (AB) = .9
We need P(AB) = P(A)+ P(B)P(AB) for this statement to be reasonable.
Here this is the case.
2. original A family has three children. Assume that the probability of each child being
a boy or girl is 50% each.
(a) What is the probability the family has exactly two girls if there is at least one
girl?
Solution: Using conditional probability, the probability of there being at
least one girl (A) is 1 1
23=7
8. The probability of there being exactly two
girls Bis 3
21
23=3
8.BA, so
P(B|A) = P(AB)
P(A)=P(B)
P(A)=3
7
(b) What is the probability the family has exactly two girls if the oldest child is a
girl?
Solution: P(B|A) is now the probability that exactly one of the next two
children is a girl, or 2
11
4=1
2
3. 7.2.29 A group of 6 people are playing a game of “odd person out” to determine who
will buy refreshments. Each person flips a fair coin. If there is a person whose outcome
is not the same as that of any other member of the group, this person has to buy the
refreshments. What is the probability that there is an odd person out after the coins
are flipped once?
1
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Week 5 Worksheet 9

Tu 2/21/

  1. A weather forecaster in Brooklyn reports the following: The probability it will snow today is .7. The probability it will snow tomorrow is .5. The probability it will snow today and tomorrow is .3. The probability it will snow today or tomorrow is .9. Define an appropriate sample space, write these expressions in terms of unions and intersections of subsets of the sample space, and assess if this is a reasonable statement to make.

Solution: The sample space is the four possibilities of snow; it snows today and tomorrow, it snows today but not tomorrow, it snows tomorrow but not today, or it snows neither day. Call A the event that it snows today, and B the event that it snows tomorrow. These can be expressed as

P (A) =. 7 , P (B) =. 5 , P (A ∩ B) =. 3 , P (A ∪ B) =. 9

We need P (A ∪ B) = P (A) + P (B) − P (A ∩ B) for this statement to be reasonable. Here this is the case.

  1. original A family has three children. Assume that the probability of each child being a boy or girl is 50% each.

(a) What is the probability the family has exactly two girls if there is at least one girl?

Solution: Using conditional probability, the probability of there being at least one girl (A) is 1 − 213 = 78. The probability of there being exactly two girls B is

2

23 =^

3 8.^ B^ ⊂^ A, so

P (B|A) =

P (A ∩ B)

P (A)

P (B)

P (A)

(b) What is the probability the family has exactly two girls if the oldest child is a girl?

Solution: P (B|A) is now the probability that exactly one of the next two children is a girl, or

1

4 =^

1 2

  1. 7.2.29 A group of 6 people are playing a game of “odd person out” to determine who will buy refreshments. Each person flips a fair coin. If there is a person whose outcome is not the same as that of any other member of the group, this person has to buy the refreshments. What is the probability that there is an odd person out after the coins are flipped once?

Week 5 Worksheet 9

Tu 2/21/

Solution: This is the probability that there is exactly one heads or exactly one tails. As these are disjoint, we sum the probabilities ( 6 1

  1. original Suppose that 20% of the population of Berkeley eats Smarties candy and 30% of those people get stomach aches after eating them. Suppose that the rate of stomach aches is 10% of the Berkeley population. What is the probability that someone with a stomach ache eats Smarties?

Solution: Call A the probability someone eats Smarties and B the probability someone has a stomach ache. Then

P (A|B) =

P (A ∩ B)

P (B)

  1. 7.2.11 Suppose that E and F are events such that p(E) = 0.7 and p(F ) = 0.5. Show that p(E ∪ F ) ≥ 0 .7 and p(E ∩ F ) ≥ 0 .2.

Solution: p(E ∪ F ) ≥ .7, as it must be at least as large as p(E) and p(F ).

p(E ∪ F ) = p(E) + p(F ) − p(E ∩ F )

. p(E ∩ F ) ≥ 0 .2 as p(E ∪ F ) is at most 1.

  1. original Suppose you roll a die 4 times

(a) Describe the sample space Ω and calculate |Ω|.

Solution: The sample space is set of 4 die rolls, which has size 6^4 = 1296

(b) What is the probability that the sum is less than 6?

Solution: There is 1 scenario where the sum is 4, and 4 scenarios where the sum is 5, so 12965.

(c) What is the probability that you roll at least one 2?