Regression Analysis and Linear Models

Regression Analysis and Linear Models

EnglishEbook
Darlington, Richard B.
Guilford Publications
EAN: 9781462527991
Available online
CZK 6,411
Common price CZK 7,123
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Detailed information

Emphasizing conceptual understanding over mathematics, this user-friendly text introduces linear regression analysis to students and researchers across the social, behavioral, consumer, and health sciences. Coverage includes model construction and estimation, quantification and measurement of multivariate and partial associations, statistical control, group comparisons, moderation analysis, mediation and path analysis, and regression diagnostics, among other important topics. Engaging worked-through examples demonstrate each technique, accompanied by helpful advice and cautions. The use of SPSS, SAS, and STATA is emphasized, with an appendix on regression analysis using R. The companion website (www.afhayes.com) provides datasets for the books examples as well as the RLM macro for SPSS and SAS. Pedagogical Features: *Chapters include SPSS, SAS, or STATA code pertinent to the analyses described, with each distinctively formatted for easy identification. *An appendix documents the RLM macro, which facilitates computations for estimating and probing interactions, dominance analysis, heteroscedasticity-consistent standard errors, and linear spline regression, among other analyses. *Students are guided to practice what they learn in each chapter using datasets provided online. *Addresses topics not usually covered, such as ways to measure a variable's importance, coding systems for representing categorical variables, causation, and myths about testing interaction.
EAN 9781462527991
ISBN 146252799X
Binding Ebook
Publisher Guilford Publications
Publication date August 22, 2016
Pages 661
Language English
Country Uruguay
Authors Darlington, Richard B.; Hayes, Andrew F.
Series Methodology in the Social Sciences Series
Manufacturer information
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