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Here, as usual, <math>\operatorname{E}(Y\mid X)</math> stands for the [[conditional expectation]] of ''Y'' given ''X'',
which we may recall, is a random variable itself (a function of ''X'', determined up to probability one).
As a result, <math>\operatorname{Var}(Y\
==Explanation, relation to least-squares ==
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[[Category:Theory of probability distributions]]
[[Category:Conditional probability]]
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