Question

In: Statistics and Probability

For each part of this question, complete the statement or statements by typing in your answers...

For each part of this question, complete the statement or statements by typing in your answers in the provided spaces:

  1. If the probabilities: that event A occurs is .55; that event B occurs is .60; and, that both A and B occur is .35,

The probability (up to 4 decimal places if needed) that events A or B (or both) occur is ______

The probability (up to 4 decimal places if needed) that event B occurs given that A occurs is ______          

  1. If the probabilities: that event A occurs is .40; that event B occurs is .7; and, that event B occurs given that event A occurred is .4,

Complete the following contingency table by typing the appropriate probabilities (to 2-decimal places in the spaces provided

                                                      A                   AC              total

                                    B           ____           ____           ____                     

                                    BC         ____            ____            ____

                              Total        ____           ____            ____

c. Given the following probability distribution of X:

x                P(x)

0                .15

1                .20

2                .40

3                .25

                  The expected value (to 2-decimal places) of X is _____

                  If Y = 3 + 4X, the expected value (to 2 decimal places) of Y is _____

Solutions

Expert Solution

(a)

(i)

P(A) = 0.55

P(B) = 0.60

P(AB) = 0.35

So,

The probability (up to 4 decimal places if needed) that events A or B (or both) occur is = P(A+B) = P(A) + P(B) - P(AB)

= 0.55 +0.60 - 0.35

= 0.8000

So,

Answer is:

0.8000

(ii)

The probability (up to 4 decimal places if needed) that event B occurs given that A occurs is = P(B/A) = P(AB)/ P(A)

= 0.35/0.55

= 0.6364

So,

Answer is:

0.6364

(b)

(i)

Given:
P(A) = 0.40

P(B) = 0.70

P(B/A) = 0.4

So,

P(AB) = P(B/A) X P(A)

        = 0.4 X 0.4

        = 0.16

(ii)

The contingency table is filled up as follows:

A AC Total
B 0.16 0.54 0.70
BC 0.40 - 0.16 = 0.24 0.06 0.30
Total 0.40 0.60 1.00

(c)

(i)

From the given data, the following Table is calculated:

x p x p
0 0.15 0
1 0.20 0.20
2 0.40 0.80
3 0.25 0.75
Total

So,

  The expected value (to 2-decimal places) of X is 1.75

(ii)
E(Y) = 3 + 4 E(X) = 3 + (4 X 1.75) = 10

So,

Answer is:

10


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