Chapter 1: Refreshing OLS regression

First, the multiple regression model for the population and its assumptions are presented in brief. The main part is a combination of some theory and exercises containing essential complexities: categorical explanatory variables, adding non-linearity, adding statistical interaction and a review of statistical tests. Those who are familiar with these topics may skip the first chapter.

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