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Old 11-29-2005, 05:37 PM
AaronBrown AaronBrown is offline
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Join Date: May 2005
Location: New York
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Default Re: Central Limit Theorem Question

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I was under the impression that there are several corrections that can be made for sample dependence, the ones that I know the most are for serially correlated observations.

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The trouble is these depend on knowing the precise nature of the serial correlation. They amount to subtracting out the known model and applying the CLT to the residuals.

As a practical matter, even small amounts of dependence can either invalidate the CLT or require unrealistically large numbers of observations.
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