One out of every 5000 individuals in a population carries

Chapter 4, Problem 6E

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QUESTION:

One out of every 5000 individuals in a population carries a certain defective gene. A random sample of 1000 individuals is studied.

a. What is the probability that exactly one of the sample individuals carries the gene?

b. What is the probability that none of the sample individuals carries the gene?

c. What is the probability that more than two of the sample individuals carry the gene?

d. What is the mean of the number of sample individuals that carry the gene?

e. What is the standard deviation of the number of sample individuals that carry the gene?

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QUESTION:

One out of every 5000 individuals in a population carries a certain defective gene. A random sample of 1000 individuals is studied.

a. What is the probability that exactly one of the sample individuals carries the gene?

b. What is the probability that none of the sample individuals carries the gene?

c. What is the probability that more than two of the sample individuals carry the gene?

d. What is the mean of the number of sample individuals that carry the gene?

e. What is the standard deviation of the number of sample individuals that carry the gene?

ANSWER:

Step 1 of 6

Here one out of every 5,000 individual in a population carries a certain defective gene

So, p = 1/5000

         = 0.0002

The sample size is 1000

So, n = 1000

Let X be the number of individuals who carry the gene

Here \(\mathrm{X}\sim\mathrm{B}(1000,\ 0.0002)\)

Since ‘n’ is large and ‘p’ is small

The Binomial distribution will be converted to the Poisson distribution

The pmf of poisson distribution is \(\mathrm{P}(\mathrm{X})=\frac{e^{-\lambda}\lambda^x}{x!},\mathrm{\ X}=0,\ 1,\ 2,\ldots\ldots\ldots\ldots\) 

So,

\(\begin{aligned} \lambda & =\mathrm{np} \\ & =1000(0.0002) \\ & =0.2 \end{aligned}\)

Hence \(\mathrm{X} \sim \text { Poisson }(0.2)\)

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Review this written solution for 19418) viewed: 1871 isbn: 9780073401331 | Statistics For Engineers And Scientists - 4 Edition - Chapter 4.3 - Problem 6e

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Textbook: Statistics for Engineers and Scientists

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