Solution Found!
Suppose that the number of eggs laid by a certain insect
Chapter 5, Problem 153SE(choose chapter or problem)
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,