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Andrew F. Hayes
ASIN: B01MFAX9MZ
Publisher: Amazon Digital Services LLC
Pages: 661

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 book's examples as well as the RLM macro for SPSS and SAS.Pedagogical Features:Chapters include SPSS, SAS, or STATA code pertinent to the analyses ...
Amazon Rating:
4.5 stars from 4 ratings