By Tenko Raykov,George A. Marcoulides
This comprehensive text introduces readers to the main favourite multivariate innovations at an introductory, non-technical point. through concentrating on the basics, readers are higher ready for extra complicated utilized targets, rather on themes which are most crucial to the behavioral, social, and academic sciences. Analogies among the already generic univariate records and multivariate facts are emphasised all through. The authors learn intimately how every one multivariate approach might be carried out utilizing SPSS and SAS and Mplus within the book’s later chapters. very important assumptions are mentioned alongside the way in which besides assistance for the way to accommodate pitfalls the reader may possibly come across. Mathematical formulation are used simply of their definitional which means instead of as parts of formal proofs.
A ebook particular web site - www.psypress.com/applied-multivariate-analysis - offers documents with all the information utilized in the textual content so readers can mirror the implications. The Appendix explains the information documents and its variables. The software program code (for SAS and Mplus) and the menu choice decisions for SPSS also are mentioned within the e-book. The booklet is amazing through its use of latent variable modeling to handle multivariate questions particular to behavioral and social scientists together with lacking facts research and longitudinal information modeling.
Ideal for graduate and complex undergraduate scholars within the behavioral, social, and academic sciences, this ebook also will attract researchers in those disciplines who've restricted familiarity with multivariate information. advised must haves contain an introductory information direction with publicity to regression research and a few familiarity with SPSS and SAS.
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An Introduction to Applied Multivariate Analysis by Tenko Raykov,George A. Marcoulides