Modeling and Interpreting Interactive Hypotheses in Regression Analysis (Paperback)

Modeling and Interpreting Interactive Hypotheses in Regression Analysis By Robert Franzese, Prof. Cindy Kam Cover Image
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Description


Social scientists study complex phenomena about which they often propose intricate hypotheses tested with linear-interactive or multiplicative terms. While interaction terms are hardly new to social science research, researchers have yet to develop a common methodology for using and interpreting them. Modeling and Interpreting Interactive Hypotheses in Regression Analysis provides step-by-step guidance on how to connect substantive theories to statistical models and how to interpret and present the results.

"Kam and Franzese is a must-have for all empirical social scientists interested in teasing out the complexities of their data."
---Janet M. Box-Steffensmeier, Ohio State University

"Kam and Franzese have written what will become the definitive source on dealing with interaction terms and testing interactive hypotheses. It will serve as the standard reference for political scientists and will be one of those books that everyone will turn to when helping our students or doing our work. But more than that, this book is the best text I have seen for getting students to really think about the importance of careful specification and testing of their hypotheses."
---David A. M. Peterson, Texas A&M University

"Kam and Franzese have given scholars and teachers of regression models something they've needed for years: a clear, concise guide to understanding multiplicative interactions. Motivated by real substantive examples and packed with valuable examples and graphs, their book belongs on the shelf of every working social scientist."
---Christopher Zorn, University of South Carolina

"Kam and Franzese make it easy to model what good researchers have known for a long time: many important and interesting causal effects depend on the presence of other conditions. Their book shows how to explore interactive hypotheses in your own research and how to present your results. The book is straightforward yet technically sophisticated. There are no more excuses for misunderstanding, misrepresenting, or simply missing out on interaction effects!"
---Andrew Gould, University of Notre Dame

Cindy D. Kam is Assistant Professor, Department of Political Science, University of California, Davis.

Robert J. Franzese Jr. is Associate Professor, Department of Political Science, University of Michigan, and Research Associate Professor, Center for Political Studies, Institute for Social Research, University of Michigan.

For datasets, syntax, and worksheets to help readers work through the examples covered in the book, visit: www.press.umich.edu/KamFranzese/Interactions.html

Praise For…


"Focusing on the social science disciplines as well as on political science, this pedagogical book by Kam (political science, Univ. of California, Davis) and Franzese (political science, Univ. of Michigan) covers regression analysis through the interpretation of interactive hypotheses. Information on estimating and interpreting the models resulting from these hypotheses are provided, along with advice on formulating and presenting these interactive hypotheses in research."
---D. J. Gougeon, University of Scranton, Choice

Product Details
ISBN: 9780472069699
ISBN-10: 0472069691
Publisher: University of Michigan Press
Publication Date: July 26th, 2007
Pages: 168
Language: English