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12.1 MLR formula

BCD Learning Design

Created on November 5, 2020

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Population multiple regression model

Multiple regression model with k independent variables:

Examining the linear relationship between dependent (Y ) and several independent variables (X1, X2,...,Xk)

Y-intercept

error

population slopes

Estimated multiple regression equation

estimated multiple regression equation

Multiple regression equation with k independent variables:

The coefficients of the multiple regression model are again estimated using sample data

Estimated (or predicted) value of Y

Estimated slope coefficients

Estimated intercept