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Ecological Systems and Devices

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On coefficients of multiple regression equation with correlated predictors in medical and ecological monitoring problems
A.N. Varaksin, V.G. Panov

It is stated and discussed the theorem: In a multiple regression equation y=b0+b1 х1+b2 х2, having correlated predictors X1, X2 with a simple regression equation х1=с0+с12 х2, one has equality , where is a regression coefficient in equation , and new variable is defined by =(х1с12х2). Using the theorem we give an interpretation of multiple regression equation coefficients. It is considered applications of the theorem to the actual ecological monitoring data analysis. Key words: simple and multiple regression; correlated predictors; interpretation of regression coefficients. E-mail: varaksin@ecko.uran.ru pp: 29-33

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