Conditional variance: Difference between revisions

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m Definition: more direct link to Conditional expectation
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:<math>\operatorname{Var}(Y|X=x) = \operatorname{E}((Y - \operatorname{E}(Y\mid X=x))^{2}\mid X=x),</math>
 
where E is the [[conditional expectation]], i.e. the [[expectation operator]] with respect to the [[conditional distribution]] of ''Y'' given that the ''X'' takes the value ''x''. An alternative notation for this is :<math>\operatorname{Var}_{Y\mid X}(Y|x).</math>
 
The above may be stated in the alternative form that, based on the [[conditional distribution]] of ''Y'' given that the ''X'' takes the value ''x'', the conditional variance is the [[variance]] of this [[probability distribution]].