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A certain region is inhabited by r distinct types of a certain species of insect. Each insect caught will, independently of the types of the previous catches, be of type i with probability

Pi,i=1,,r1rPi=1

(a) Compute the mean number of insects that are caught before the 铿乺st type 1catch.

(b) Compute the mean number of types of insects that are caught before the 铿乺st type1 catch.

Short Answer

Expert verified

As per the information, the mean number of insects that are caught and the mean number of types of insects that are caught are

(a) The required mean is1p1p1.

(b) The required mean isj=2npjpj+p1.

Step by step solution

01

Given Information (part a)

Pi,i=1,,r1rPi=1

Compute the mean number of insects that are caught before the 铿乺st type 1catch.

02

Explanation (part a)

Define random variable X that counts the number of insects that are caught before the first type 1 catch. Because of the nature of this problem, we have that X has Geometric distribution with a parameter of success p1. So, for k0, we have that

P(X=k)=(1p1)kp1

Therefore, the mean is equal to

E(X)=1p1p1

03

Final Answer (part a)

The required mean is1p1p1.

04

Given Information (part b)

Compute the mean number of types of insects that are caught before the 铿乺st type1 catch.

05

Explanation (part b)

Define indicator random variables Ij,j=2,...,n that marks if we have caught insect of type j before some insect of type i. Because of the symmetry of this problem, we have that

P(Ij=1)=pjpj+p1

So, the expected number of types of insects that have been caught before the insect of type 1 is

j=2nP(Ij=1)=j=2npjpj+p1

06

Final Answer (part b)

The required mean isj=2npjpj+p1.

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