Régression : Théorie et applications = Regression : Theory and Applications

This book explains in detail, with supporting examples, one of the most common statistical methods: regression. The first chapters are devoted to simple and multiple linear regression. They explain the fundamentals of the method, both in terms of the choices made as well as the hypotheses and their usefulness. Then the tools are developed to verify the basic assumptions implemented by the regression. A simple presentation of the analysis of covariance and variance models is performed. Finally, the last chapters are devoted to the choice of models as well as to certain extensions of the regression.