Suppose that the number of eggs laid by a certain insect

Chapter 5, Problem 153SE

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QUESTION:

Problem 153SE

Suppose that the number of eggs laid by a certain insect has a Poisson distribution with mean λ. The probability that any one egg hatches is p. Assume that the eggs hatch independently of one another. Find the

a expected value of Y , the total number of eggs that hatch.

b variance of Y .

Questions & Answers

QUESTION:

Problem 153SE

Suppose that the number of eggs laid by a certain insect has a Poisson distribution with mean λ. The probability that any one egg hatches is p. Assume that the eggs hatch independently of one another. Find the

a expected value of Y , the total number of eggs that hatch.

b variance of Y .

ANSWER:

Solution 153SE

Step1 of 3:

Let us consider a random variable Y it presents the the number of eggs laid by a certain insect.

Here Y follows poisson distribution with parameter . The probability that any one egg hatches is p. and assume that the eggs hatch independently of one another.

Here our goal is:

a). We need to find the expected value of Y, the total number of eggs that hatch.

b). We need to find the variance of Y.


Step2 of 3:

a).

We know that the probability mass function of poisson distribution is:

y = 0,1,...,n.

Let N denote the number of eggs the insect lays, define:

 

Here Nand then Y

Now,

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