An Introduction to Applied Multivariate Analysis

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9780805863758: An Introduction to Applied Multivariate Analysis

This comprehensive text introduces readers to the most commonly used multivariate techniques at an introductory, non-technical level. By focusing on the fundamentals, readers are better prepared for more advanced applied pursuits, particularly on topics that are most critical to the behavioral, social, and educational sciences. Analogies between the already familiar univariate statistics and multivariate statistics are emphasized throughout. The authors examine in detail how each multivariate technique can be implemented using SPSS and SAS and Mplus in the book’s later chapters. Important assumptions are discussed along the way along with tips for how to deal with pitfalls the reader may encounter. Mathematical formulas are used only in their definitional meaning rather than as elements of formal proofs.

A book specific website - www.psypress.com/applied-multivariate-analysis - provides files with all of the data used in the text so readers can replicate the results. The Appendix explains the data files and its variables. The software code (for SAS and Mplus) and the menu option selections for SPSS are also discussed in the book. The book is distinguished by its use of latent variable modeling to address multivariate questions specific to behavioral and social scientists including missing data analysis and longitudinal data modeling.

Ideal for graduate and advanced undergraduate students in the behavioral, social, and educational sciences, this book will also appeal to researchers in these disciplines who have limited familiarity with multivariate statistics. Recommended prerequisites include an introductory statistics course with exposure to regression analysis and some familiarity with SPSS and SAS.

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About the Author:

Tenko Raykov is a Professor of Measurement and Quantitative Methods at Michigan State University. He received his Ph.D. in Mathematical Psychology from Humboldt University in Berlin. He is an editorial board member of the British Journal of Mathematical and Statistical Psychology, Multivariate Behavioral Research, Psychological Methods, and Structural Equation Modeling.

George A. Marcoulides is a Professor of Research Methods and Statistics at the University of California, Riverside. He is the Editor of Structural Equation Modeling, the Quantitative Methodology Series, and an editorial board member of numerous other measurement and statistics journals.

Review:

"This text is very well written and makes important connections between univariate and multivariate procedures..[it] allows readers to understand progressive developments that build on previously established foundations... [and] provides a good conceptual understanding of multivariate procedures." Tim Konold, University of Virginia, USA 

"The writing style...is characterized by simplicity and clarity in explaining complex concepts... the main readers will be ... postgraduate students in quantitative sciences...[and] researchers in engineering, commerce, medicine, or applied science who... desperately want to get meaningful answers to statistical inference questions using their own data sets." Spiridon Penev, University of New South Wales, Australia

"I particularly enjoyed the examples...[they] clearly illustrate the points the authors were trying to convey...the chapter on ANCOVA was particularly well-written and covered the logic (which is confusing in some texts) of ANCOVA in a clear manner that was easy to follow." Douglas Steinley, University of Missouri, USA

 

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Tenko Raykov
Editorial: Routledge (2008)
ISBN 10: 0805863753 ISBN 13: 9780805863758
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Descripción Routledge, 2008. HRD. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería F9-9780805863758

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Descripción Routledge, 2008. Hardcover. Estado de conservación: New. Nº de ref. de la librería P110805863753

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Descripción 2008. HRD. Estado de conservación: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Nº de ref. de la librería VT-9780805863758

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Descripción Routledge, 2017. Hardback. Estado de conservación: NEW. 9780805863758 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Print on Demand title, produced to the highest standard, and there would be a delay in dispatch of around 10 working days. Nº de ref. de la librería HTANDREE0189957

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Tenko Raykov, George A. Marcoulides
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Descripción Taylor Francis Inc, United States, 2008. Hardback. Estado de conservación: New. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. This comprehensive text introduces readers to the most commonly used multivariate techniques at an introductory, non-technical level. By focusing on the fundamentals, readers are better prepared for more advanced applied pursuits, particularly on topics that are most critical to the behavioral, social, and educational sciences. Analogies between the already familiar univariate statistics and multivariate statistics are emphasized throughout. The authors examine in detail how each multivariate technique can be implemented using SPSS and SAS and Mplus in the book s later chapters. Important assumptions are discussed along the way along with tips for how to deal with pitfalls the reader may encounter. Mathematical formulas are used only in their definitional meaning rather than as elements of formal proofs. A book specific website - - provides files with all of the data used in the text so readers can replicate the results. The Appendix explains the data files and its variables. The software code (for SAS and Mplus) and the menu option selections for SPSS are also discussed in the book.The book is distinguished by its use of latent variable modeling to address multivariate questions specific to behavioral and social scientists including missing data analysis and longitudinal data modeling. Ideal for graduate and advanced undergraduate students in the behavioral, social, and educational sciences, this book will also appeal to researchers in these disciplines who have limited familiarity with multivariate statistics. Recommended prerequisites include an introductory statistics course with exposure to regression analysis and some familiarity with SPSS and SAS. Nº de ref. de la librería BTE9780805863758

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Tenko Raykov, George A. Marcoulides
Editorial: Routledge Academic (2008)
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Descripción Routledge Academic, 2008. Hardcover. Estado de conservación: New. 1. Nº de ref. de la librería DADAX0805863753

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Descripción Routledge, 2008. Hardcover. Estado de conservación: Brand New. 1st edition. 485 pages. 9.25x6.00x1.50 inches. In Stock. Nº de ref. de la librería __0805863753

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Descripción Routledge, 2008. Hardcover. Estado de conservación: New. book. Nº de ref. de la librería 0805863753

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Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97808058637580000000

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Descripción 2008. Hardcover. Estado de conservación: New. Hardcover. This comprehensive text introduces readers to the most commonly used multivariate techniques at an introductory, non-technical level. By focusing on the fundamentals, readers .Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. 485 pages. 0.816. Nº de ref. de la librería 9780805863758

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