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Reading and Understanding Multivariate Statistics

ISBN-13: 9781557982735
Publisher: AMERICAN PSYCHOLOGICAL ASSOCIATION
Imprint: AMERICAN PSYCHOLOGICAL ASSOCIATION
Edited by Laurence G. Grimm, Edited by Paul R. Yarnold
Price: AUD $96.99
Stock: 0 in stock
Availability: This book is temporarily out of stock, order will be despatched as soon as fresh stock is received.
Local release date: 01/04/1995
Format: Paperback 448 pages Weight: 0g
Categories: Social research & statistics [JHBC]Probability & statistics [PBT]

Description
Google Preview: The book presents an overview of multivariate statistics and their place in research. It describes the appropriate context for -- and the types of empirical questions that can best be addressed by -- each technique or family of techniques, as well as the distribution assumptions that must be met for the analysis to be meaningful. The most commonly used multivariate techniques are examined in detail: multiple regression and correlation, path analysis, principal-components analysis, exploratory and confirmatory factor analysis, multidimensional scaling, analysis of cross-classified data, logistic regression, multivariate an alysis of variance (MANOVA), discriminant analysis, and meta-analysis. Statistical notations are explained, underlying assumptions are described, and terms are defined clearly and understandably. Concepts and symbols are presented with minimal use of formulas and a generous use of real-world research examples. Each chapter also includes suggestions for additional reading and a glossary of statistical and related terms.; Google Preview content