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Multiple Regression

Overview

This chapter shows how to perform multiple regression analysis to investigate the relationship between a continuous response variable and multiple continuous predictor variables. It describes the different components of the multiple regression equation, discusses the meaning of R2 and other results from a multiple regression analysis. It shows how bivariate correlations, multiple regression coefficients, and uniqueness indices can be reviewed to assess the relative importance of predictor variables. Fictitious data are examined using the Multivariate platform and the Fit Model platform in JMP to show how the ...

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