Theorem : Is S^2 is the variance of a random sample from a infinite population with the finite variance \sigma^2 , then E(S^2) = \sigma^2

Proof:

..............Understood!!!!

.............Understood!!!!

...................Understood!!!!

since and it follows that

...............Understood!!!!

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How did he get