Even You Can Learn Statistics and Analytics: An Easy to Understand Guide to Statistics and Analytics, Third Edition

Chapter 11. Multiple Regression

11.1 The Multiple Regression Model

11.2 Coefficient of Multiple Determination

11.3 The Overall F Test

11.4 Residual Analysis for the Multiple Regression Model

11.5 Inferences Concerning the Population Regression Coefficients

One-Minute Summary

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Chapter 10 discussed the simple linear regression model that uses one numerical independent variable X to predict the value of a numerical dependent variable Y. Often you can make better predictions if you use more than one independent variable. This chapter introduces you to multiple regression models that use two or more independent variables (Xs) to predict the value of a dependent variable (Y).

11.1 The Multiple Regression Model

CONCEPT The statistical ...