We can compute real or population correlation(rho) by square-root of 1 minus R-squared.Is this a correct interpretation? Does population correlation mean a real correlation measured as square-root of 1 - R_squared? Here, Reliability seems to reflect extent of correlated-ness among variables/items (measuring a construct).Does it mean moderator effects/interaction-effects are eliminated by the this procedure to reach at true correlation?
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