The prior probabilities for events A1, A2, and A3 are P(A1) = 0.20, P(A2) = 0.30, and P(A3) = 0.50. The conditional probabilities of event B given A1, A2, and A3 are P(B | A1) = 0.50, P(B | A2) = 0.30, and P(B | A3) = 0.40. (Assume that A1, A2, and A3 are mutually exclusive events whose union is the entire sample space.) (a) Compute P(B ∩ A1), P(B ∩ A2), and P(B ∩ A3). P(B ∩ A1) = P(B ∩ A2) = P(B ∩ A3) = (b) Apply Bayes' theorem, P(Ai | B) = P(Ai)P(B | Ai) P(A1)P(B | A1) + P(A2)P(B | A2) + + P(An)P(B | An) , to compute the posterior probability P(A2 | B). (Round your answer to two decimal places.) (c) Use the tabular approach to applying Bayes' theorem to compute P(A1 | B), P(A2 | B), and P(A3 | B). (Round your answers to two decimal places.) Events P(Ai) P(B | Ai) P(Ai ∩ B) P(Ai | B) A1 0.20 0.50 A2 0.30 0.30 A3 0.50 0.40 1.00 1.00
The prior probabilities for events A1, A2, and A3 are P(A1) = 0.20, P(A2) = 0.30, and P(A3) = 0.50. The conditional probabilities of event B given A1, A2, and A3 are P(B | A1) = 0.50, P(B | A2) = 0.30, and P(B | A3) = 0.40. (Assume that A1, A2, and A3 are mutually exclusive events whose union is the entire sample space.) (a) Compute P(B ∩ A1), P(B ∩ A2), and P(B ∩ A3). P(B ∩ A1) = P(B ∩ A2) = P(B ∩ A3) = (b) Apply Bayes' theorem, P(Ai | B) = P(Ai)P(B | Ai) P(A1)P(B | A1) + P(A2)P(B | A2) + + P(An)P(B | An) , to compute the posterior probability P(A2 | B). (Round your answer to two decimal places.) (c) Use the tabular approach to applying Bayes' theorem to compute P(A1 | B), P(A2 | B), and P(A3 | B). (Round your answers to two decimal places.) Events P(Ai) P(B | Ai) P(Ai ∩ B) P(Ai | B) A1 0.20 0.50 A2 0.30 0.30 A3 0.50 0.40 1.00 1.00
Holt Mcdougal Larson Pre-algebra: Student Edition 2012
1st Edition
ISBN:9780547587776
Author:HOLT MCDOUGAL
Publisher:HOLT MCDOUGAL
Chapter11: Data Analysis And Probability
Section11.8: Probabilities Of Disjoint And Overlapping Events
Problem 2C
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Binomial Distribution
Binomial is an algebraic expression of the sum or the difference of two terms. Before knowing about binomial distribution, we must know about the binomial theorem.
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Question
The prior probabilities for events
event B given
sample space .)
A1, A2, and A3
are
P(A1) = 0.20,
P(A2) = 0.30,
and
P(A3) = 0.50.
The conditional probabilities of A1,
A2,
and
A3
are
P(B | A1) = 0.50,
P(B | A2) = 0.30,
and
P(B | A3) = 0.40.
(Assume that
A1, A2, and A3
are mutually exclusive events whose union is the entire (a)
Compute
P(B ∩ A1), P(B ∩ A2), and P(B ∩ A3).
P(B ∩ A1)
=
P(B ∩ A2)
=
P(B ∩ A3)
=(b)
Apply Bayes' theorem,
P(Ai | B) =
,
to compute the posterior probability
P(Ai)P(B | Ai) |
P(A1)P(B | A1) + P(A2)P(B | A2) + + P(An)P(B | An) |
P(A2 | B).
(Round your answer to two decimal places.)(c)
Use the tabular approach to applying Bayes' theorem to compute
P(A1 | B),
P(A2 | B),
and
P(A3 | B).
(Round your answers to two decimal places.)Events |
P(Ai)
|
P(B | Ai)
|
P(Ai ∩ B)
|
P(Ai | B)
|
---|---|---|---|---|
A1
|
0.20 | 0.50 | ||
A2
|
0.30 | 0.30 | ||
A3
|
0.50 | 0.40 | ||
1.00 | 1.00 |
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