Question #83724

Q2: According to a survey by the Administrative Management Society, one-half of U.S. companies give employees 4 weeks of vacation after they have been with the company for 15 years. Find the probability that among 6 companies surveyed at random, the number that give employees 4 weeks of vacation after 15 years of employment is (a) anywhere from 2 to 5; (b) fewer than 3.
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Expert's answer

2018-12-12T09:20:11-0500

Answer on Question #83724 – Math – Statistics and Probability

Question

According to a survey by the Administrative Management Society, one-half of U.S. companies give employees 4 weeks of vacation after they have been with the company for 15 years. Find the probability that among 6 companies surveyed at random, the number that give employees 4 weeks of vacation after 15 years of employment is (a) anywhere from 2 to 5; (b) fewer than 3.

Solution

Let XX be the random variable which denotes the number of companies that give employees 4 weeks of vacation after 15 years of employment, among 6 companies surveyed at random. Then XB(n,p)X \sim B(n,p). Given that n=6,p=0.5n = 6, p = 0.5.

By Binomial Probability law


P(X=x)=Cxnpx(1p)nx=(nx)px(1p)nxP(X = x) = C_x^n p^x (1 - p)^{n - x} = \binom{n}{x} p^x (1 - p)^{n - x}


(a) anywhere from 2 to 5


P(2X5)=P(X=2)+P(X=3)+P(X=4)+P(X=5)==(62)(0.5)2(10.5)62+(63)(0.5)3(10.5)63+(64)(0.5)4(10.5)64++(65)(0.5)5(10.5)65=164(15+20+15+6)=78=0.875\begin{array}{l} P(2 \leq X \leq 5) = P(X = 2) + P(X = 3) + P(X = 4) + P(X = 5) = \\ = \binom{6}{2} (0.5)^2 (1 - 0.5)^{6 - 2} + \binom{6}{3} (0.5)^3 (1 - 0.5)^{6 - 3} + \binom{6}{4} (0.5)^4 (1 - 0.5)^{6 - 4} + \\ + \binom{6}{5} (0.5)^5 (1 - 0.5)^{6 - 5} = \frac{1}{64} (15 + 20 + 15 + 6) = \frac{7}{8} = 0.875 \\ \end{array}


(b) fewer than 3


P(X<3)=P(X=0)+P(X=1)+P(X=2)==(60)(0.5)0(10.5)60+(61)(0.5)1(10.5)61+(62)(0.5)2(10.5)62==164(1+6+15)=1132=0.34375\begin{array}{l} P(X < 3) = P(X = 0) + P(X = 1) + P(X = 2) = \\ = \binom{6}{0} (0.5)^0 (1 - 0.5)^{6 - 0} + \binom{6}{1} (0.5)^1 (1 - 0.5)^{6 - 1} + \binom{6}{2} (0.5)^2 (1 - 0.5)^{6 - 2} = \\ = \frac{1}{64} (1 + 6 + 15) = \frac{11}{32} = 0.34375 \\ \end{array}


Answer: a) 0.875; b) 0.34375.

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