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(Solved): Problem 1.3. Asymptotic distributions are important for understanding the sampling distributions of ...



Problem 1.3. Asymptotic distributions are important for understanding the sampling distributions of statistics. Answer the followings: (1) Let

{x_(n)}_(n)=1^(\infty )

be a sequence of random variables such that each

x_(n)?Bin(n,p_(n))

is a binomial random variable with

np_(n)=\lambda

for each

n

. Show that

x_(n)->dY

(where

Y?Poisson(\lambda )

in distribution. (2) The sequence of random variables

{x_(n)}_(n)=1^(\infty )

is said to

L^(2)

-convergent to

x

(denoted by (

:x_(n)->t^(2)x


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