This book introduces modern statistical methods for data analysis. It is written for researchers and students who need to understand and apply advanced analytical techniques. The author, John Fox, draws on his extensive experience in sociology and statistics to present a comprehensive overview of contemporary approaches, emphasizing practical application and interpretation of results.

This text is recognized as a thorough and authoritative guide to modern statistical methods, particularly for those in the social sciences. It is often cited for its clear explanations and practical approach to complex analytical techniques. The book is valued for its comprehensive scope, covering essential topics from regression to multivariate analysis, and its emphasis on the application of these methods using statistical software.