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Macro
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Yes, if each pair of the $X_i$'s are uncorrelated, this is true.

See the explanation on Wikipedia

Yes, if the $X_i$ are uncorrelated, this is true.

See the explanation on Wikipedia

Yes, if each pair of the $X_i$'s are uncorrelated, this is true.

See the explanation on Wikipedia

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David LeBauer
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Yes, this is true if and only if if the $X_i$ are uncorrelated, this is true.

See the explanation on Wikipedia

Yes, this is true if and only if the $X_i$ are uncorrelated.

See the explanation on Wikipedia

Yes, if the $X_i$ are uncorrelated, this is true.

See the explanation on Wikipedia

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Abe
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Yes, this is true if and only if the $X_i$ are uncorrelated.

See the explanation on Wikipedia

Post Made Community Wiki by Abe