Let X₁, X₂,..., X, be mutually independent and identically distributed random variables with means and variance o². Let X=(-1X)/n. Show that Σ(X₂ X)²-(X₂ µ)² n(X μ)² km1 km1 216 [2(X-XX]- and hence E (n-1)0². EXPECTATION

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4. Let X₁, X₂,..., X be mutually independent and identically distributed random
variables with means μ and variance o². Let X = (-1X)/n. Show that
71
12
Σ(X₂ X)² = (X₂-µ)²= n(X-µ)²
k=1
k=1
216
n
EX(X-X)² = (n − 1)0².
(-X)²] =
_k=1
and hence
EXPECTATION
Transcribed Image Text:4. Let X₁, X₂,..., X be mutually independent and identically distributed random variables with means μ and variance o². Let X = (-1X)/n. Show that 71 12 Σ(X₂ X)² = (X₂-µ)²= n(X-µ)² k=1 k=1 216 n EX(X-X)² = (n − 1)0². (-X)²] = _k=1 and hence EXPECTATION
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