c) Given that Y; i = 1,2, 3, .n are independent and identically distributed random variables with E(Y;) = µ and V (Y,) = o < o, show that the distribution of R;, E, Y, – nu Converges to the standard normal distribution function as n → 00.

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c) Given that Y; i = 1,2, 3, .n are independent and identically distributed random
variables with E(Y;) = µ and V(Y;) = o <∞, show that the distribution of R;,
%3D
E, Y; – nu
R =
ovn
Converges to the standard normal distribution function as n → 0o.
Hint: Let Y,, Y2, Y3, ... be a sequence of random variables having moment generating
function m(t), m2(t), m3(t), ... respectively. If
lim m,(t) = m(t)
then the distribution function of Y, converges to the distribution function of Y
Transcribed Image Text:c) Given that Y; i = 1,2, 3, .n are independent and identically distributed random variables with E(Y;) = µ and V(Y;) = o <∞, show that the distribution of R;, %3D E, Y; – nu R = ovn Converges to the standard normal distribution function as n → 0o. Hint: Let Y,, Y2, Y3, ... be a sequence of random variables having moment generating function m(t), m2(t), m3(t), ... respectively. If lim m,(t) = m(t) then the distribution function of Y, converges to the distribution function of Y
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