Data Analysis: A Model Comparison Approach to Regression, Anova, and Beyond

This essential textbook provides an integrated treatment of data analysis for the social and behavioral sciences. It covers all the key statistical models in an integrated manner that relies on the comparison of models of data estimated under the rubric of the general linear model.

Joshua Correll is a Professor of Psychology and Neuroscience in the College of Arts and Sciences at the University of Colorado at Boulder. His research examines face processing, particularly the effects of social categories on face recognition, stereotypes, and data analysis.

Abigail (Abby) M. Folberg is an Assistant Professor of Psychology in the College of Arts and Sciences at the University of Nebraska at Omaha. Her research examines the impacts of stereotypes and prejudice on marginalized group members as well as how individuals and organizations can reduce prejudice and discrimination.

Charles ＂Chick＂ M. Judd is Professor Emeritus of Distinction in the College of Arts and Sciences at the University of Colorado at Boulder. His research focuses on social cognition and attitudes, intergroup relations and stereotypes, judgment and decision making, and behavioral science research methods and data analysis.

Gary H. McClelland is Professor Emeritus of Psychology at the University of Colorado at Boulder. A Faculty Fellow at the Institute of Cognitive Science, his research interests include judgment and decision making, psychological models of economic behavior, statistics & data analysis, and measurement and scaling.

Carey S. Ryan is a Professor Emeritus in the Department of Psychology at the University of Nebraska at Omaha. Her research interests include stereotyping and prejudice, group processes, and program evaluation.