Interaction effects in linear and generalized linear models : examples and applications using Stata® / Robert L. Kaufman.

Format:

Book

Author/Creator:

Kaufman, Robert L., author.

Series:

Advanced quantitative techniques in the social sciences

AQTS: Advanced Quantitative Techniques in the Social Sciences

Language:

English

Subjects (All):

Stata.

Linear models (Statistics).

Physical Description:

1 online resource (584 pages) : illustrations.

Place of Publication:

Los Angeles, CA : SAGE Publications, Incorporated, 2019.

System Details:

text file

Summary:

‶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 at www.icalcrlk.com 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.

Notes:

Includes bibliographical references and index.

Description based on XML content.

Other Format:

Print version :

ISBN:

9781071849187

OCLC:

1224900062

Access Restriction:

Restricted for use by site license.