Types Of Interaction Effects
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Interaction Effects in Linear and Generalized Linear Models
Author: Robert L. Kaufman
language: en
Publisher: SAGE Publications
Release Date: 2018-09-06
"This book is remarkable in its accessible treatment of interaction effects. Although this concept can be challenging for students (even those with some background in statistics), this book presents the material in a very accessible manner, with plenty of examples to help the reader understand how to interpret their results." –Nicole Kalaf-Hughes, Bowling Green State University Offering a clear set of workable examples with data and explanations, Interaction Effects in Linear and Generalized Linear Models is a comprehensive and accessible text that provides a unified approach to interpreting interaction effects. The book develops the statistical basis for the general principles of interpretive tools and applies them to a variety of examples, introduces the ICALC Toolkit for Stata, and offers a series of start-to-finish application examples to show students how to interpret interaction effects for a variety of different techniques of analysis, beginning with OLS regression. The author’s website provides a downloadable toolkit of Stata® routines to produce the calculations, tables, and graphics for each interpretive tool discussed. Also available are the Stata® dataset files to run the examples in the book.
Analytical Sociology and Social Mechanisms
Author: Pierre Demeulenaere
language: en
Publisher: Cambridge University Press
Release Date: 2011-03-24
Mechanisms are very much a part of social life. For example, we can see that inequality has tended to increase over time, and that cities can become segregated. But how do such mechanisms work? Analytical sociology is an influential approach to sociology which holds that explanations of social phenomena should focus on the social mechanisms that bring them about. This book evaluates the major features of this approach, focusing on the significance of the notion of mechanism. Leading scholars seek to answer a number of questions in order to explore all the relevant dimensions of mechanism-based explanations in social sciences. How do social mechanisms link together individual actions and social environments? What is the role of multi-agent modelling in the conceptualization of mechanisms? Does the notion of mechanism solve the problem of relevance in social sciences explanations?
Interaction Effects in Multiple Regression
This is a practical introduction to conducting analyses of interaction effects in the context of multiple regression. This new edition expands coverage on the analysis of three-way interactions in multiple regression analysis.