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Let Y be a binomial random variable with n = 1 and success
Chapter 4, Problem 4E(choose chapter or problem)
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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