Question: Show that, for random variables X and Z, E[(X Y)2] = E[X2] E[Y2] where Y = E[X|Z]

Show that, for random variables X and Z,
E[(X − Y)2] = E[X2] − E[Y2]
where
Y = E[X|Z]

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