Let Y be a binomial random variable with n = 1 and success

Chapter 4, Problem 4E

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QUESTION:

Let Y be a binomial random variable with n = 1 and success probability p.

a. Find the probability and distribution function for Y.

b. Compare the distribution function from part (a) with that in Exercise 4.3(a). What do you conclude?

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QUESTION:

Let Y be a binomial random variable with n = 1 and success probability p.

a. Find the probability and distribution function for Y.

b. Compare the distribution function from part (a) with that in Exercise 4.3(a). What do you conclude?

ANSWER:

Step 1 of 2

Let Y be a Binomial random variable with n = 1, p be the probability of success, and q be the probability of failure

The claim is to find the probability and distribution function for Y.

The probability for Y is given by

\(\mathrm{P}(\mathrm{Y}=\mathrm{K})=\left({ }_{k}^{n}\right) p^{k}(1-p)^{n-k}\)

we have n = 1

Then, \(\mathrm{P}(\mathrm{Y}=\mathrm{K})=p^{k}(1-p)^{1-k}\)

If k = 0, P(Y = K) = 1 - p

If k = 1, P(Y = K) =  p

The probability function of Y is

\(P(Y=K)=\left\{\begin{array}{cc} 1-p, & \text { if } k=0 \\ p, & k=1 \\ 0, & \text { otherwise } \end{array}\right.\)

Hence, the distribution function is

\(\mathrm{F}(\mathrm{y}=) P(Y \leq y)=\left\{\begin{array}{c} 0, \text { if } y<0 \\ 1-p, \text { if } 0 \leq y<1 \\ 1, \text { if } y \geq 1 \end{array}\right.\)

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Review this written solution for 31670) viewed: 316 isbn: 9780495110811 | Mathematical Statistics With Applications - 7 Edition - Chapter 4 - Problem 4e

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Textbook: Mathematical Statistics with Applications

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