Topic: Introduction to Multiple Regression

The Partial F Test for Nested Models

The Overall F Test for a Multiple Regression Model

Testing an Individual Partial Regression Coefficient

Testing a Categorical Predictor as a Block

Standardized Coefficients and Predictor Comparisons

R-Squared and Adjusted R-Squared in Multiple Regression

Reading Coefficients as Adjusted Effects

Reading a Multiple Regression Coefficient Table

Omitted Predictors and Changes in Regression Coefficients

Multiple Regression as a Conditional Mean Model