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Linear regression after selection
Authors:Arthur S Goldberger
Institution:University of Wisconsin, Madison, WI 53706, USA
Abstract:We study the effect, upon linear regression, of explicit selection on the dependent variable. If the explanatory variables are multinormally distributed along with the dependent variable, then the regression coefficient vector in the selected population is a scalar multiple of that in the original population.
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