The essential introduction to the theory and application of linear models—now in a valuable new edition Since most advanced statistical tools are generalizati

Research in social and behavioral sciences has benefited from linear regression models (LRMs) for decades to identify and understand the associations among a se

This text covers both multiple linear regression and some experimental design models. The text uses the response plot to visualize the model and to detect outli

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp

Praise for the Fourth Edition "As with previous editions, the authors have produced a leading textbook on regression." —Journal of the American Statistical As