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A pond contains 100fish, of which 30are carp. If 20fish are caught, what are the mean and variance of the number of carp among the 20?What assumptions are you making?

Short Answer

Expert verified

The assumptions made are Xfollows Hyper geometric distribution withm=30,n=20,N=100. That is, X~HG(N=100,m=30,n=20).

Step by step solution

01

Given Information

The total number of fish caught is, N=100

The number of carp is, m=30

The number of fish caught is, n=20

The mean and variance of the number of carp among the20=?

02

Explanation

From the information, observe that a pond contains 100 fish, of which 30 are carp.

There are 20 fishes are caught from the pond.

Consider Xis the random variable that represents the number of carp caught of the 20 fishes caught.

Assume that the catch of 20 fishes is equally likely.

The random variable Xfollows Hypergeometric distribution with parameters with parameters N=100,m=30and n=20

Calculate mean number of carp,

E(X)=nmN

=20×30100

=6

03

Explanation

Calculate the variance of the number of carp.

V(X)=mnN(n-1)(m-1)N-1+1-mnN

=30×20100(20-1)(30-1)100-1+1-30×20100

=60010019×2999+1-600100

=60010055199+1-600100

=6001005699

=11233

04

Final Answer

The assumptions made are X follows Hyper geometric distribution with m=30,n=20,N=100. That is,X~HG(N=100,m=30,n=20).

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