This book provides an in-depth overview of simple and multiple linear regression analysis, one-way and multi-way analysis of variance, and logistic regression. It offers a combination of theoretical and mathematical depth, clear and detailed explanations of concepts, as well as a variety of examples. Each example is explained in detail and accompanied by step-by-step instructions and screenshots. Throughout the book, the accessible, interactive statistical software package JMP is used for dat...