
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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Hi! I need help with (d)

Transcribed Image Text:1. let X1,..., Xn be i.i.d. random variables with distribution N(u, o?), with both u
and o? unknown.
(a). Show that the MLES of u and o? are
E(X; – X)?
i=1
ÎMLE = X
MLE
n
(b). Show that îûMLE is an unbiased estimator of mean, and derive its sampling
distribution.
(c). Show that ÔRLE is a biased estimator of variance.
(d). If S2:
E (X;-X)²
show
u^/s
is tn-1 distribution.
п-1
Hint: (n – 1)S = (n – 2)S-, + ("1) (X, – Xp-1)²
п—1
In is independent of S
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