Regression Analysis with R

Preface

Regression analysis is a statistical process that enables predictions of relationships between variables. The predictions are based on the effect of one variable on another. Regression techniques for modeling and analyzing are employed on large sets of data in order to reveal hidden relationships among the variables.

This book will give you a rundown of regression analysis and will explain the process from scratch. The first few chapters explain what the different types of learning are—supervised and unsupervised—and how they differ from each other. We then move on to cover supervised learning in detail, covering the various aspects of regression analysis. The chapters are arranged in such a way that they give a feel of all the steps ...