02562cam a22002898i 4500 PIMLIB 20240902110649.0 240902b2023 nju b 001 0 eng 2022061191 9780367219703 (hardback) 9780367219727 (paperback) 9780429269103 (ebook) pcc QA278 .H349E 2023 Harlow, Lisa Lavoie, 1951- 100857 The essence of multivariate thinking / Lisa L. Harlow. Third Edition. New York, NY : Routledge, 2023. 363 pages Multivariate applications series Revised edition of the author's The essence of multivariate thinking, 2014. Includes bibliographical references and index. "Focusing on the underlying themes that run through most multivariate methods, in this fully updated 3rd edition of The Essence of Multivariate Thinking Dr. Harlow shares the similarities and differences among multiple multivariate methods to help ease the understanding of the basic concepts. The book continues to highlight the main themes that run through just about every quantitative method, describing the statistical features in clear language. Analyzed examples are presented in 12 of the 15 chapters, showing when and how to use relevant multivariate methods, and how to interpret the findings both from an overarching macro- and more specific micro-level approach that includes focus on statistical tests, effect sizes and confidence intervals. This revised 3rd edition offers thoroughly revised and updated chapters to bring them in line with current information in the field, the addition of R code for all examples, continued SAS and SPSS code for seven chapters, two new chapters on structural equation modeling (SEM) on multiple sample analysis (MSA) and latent growth modeling (LGM), and applications with a large longitudinal dataset in the examples of all methods chapters. Of interest to those seeking clarity on multivariate methods often covered in a statistics course for first-year graduate students or advanced undergraduates, this book will be key reading and provide greater conceptual understanding and clear input on how to apply basic and SEM multivariate statistics taught in psychology, education, human development, business, nursing, and other social and life sciences"-- Provided by publisher. Multivariate analysis. Psychology Mathematical models. lcc BK 0 1001248 1001248 0 0 lcc 0 0 BKE PIMLIB PIMLIB GEN-EN 2024-09-02 เอ.ที.บุ๊ค 3250.00 01300000150930 12 0 QA278 .H349E 2023 32550000518835 2024-09-02 2762.50 2024-09-02 BK