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Paperback Reading & Understanding Multivariate Statistics Book

ISBN: 1557982732

ISBN13: 9781557982735

Reading and Understanding Multivariate Statistics

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Book Overview

Reading and Understanding Multivariate Statistics helps researchers, students, and other readers of research to understand the purpose and presentation of multivariate techniques. The editors focus on providing a conceptual understanding of the meaning of the statistics in the context of the research questions and results; they leave the subject of how to perform multivariate analysis to other texts.

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 analysis of variance (MANOVA); discriminant analysis; meta-analysis.

Customer Reviews

6 customer ratings | 5 reviews

Rated 5 stars
Fantastic Treatment of Sophisticated Mathemeatical Concepts

I've long wanted a better explanation of Eigenvectors and Eigenvalues than I recieved in a econometrics or statistics textbook. This book gives me an incredibly clear understanding of what they are. Now when I look back at the mathematical interpretation again it means so much more. This is a fantastic book that would highly recommend to anyone wanting a clear conceptual understanding of these sophisticated topics. 5 stars,...

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Rated 5 stars
Great Resource for Statistics

In many introductory statistics courses you usually do not cover multivariate statistics. This book and its companion volume are useful for anyone in upper level undergraduate or graduate programs. It is a great reference to have when planning research.You can read it all at once to get a general understanding of this area or you can look at it as you need it as a reference. It was much better than the statistics books I have...

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Rated 5 stars
I read it - and I understood it!

"Reading and Understanding Multivariate Statistics" achieves exactly what its title implies. Geared toward non-statisticians in behavioral and social science fields, this book provides clear and reasonably simple explanations of some of the most common multivariate analyses. Each chapter focuses on a different analysis and presents its conceptual underpinnings, underlying assumptions, and basic procedures with a minimum...

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Rated 4 stars
Excellent Introductory Text for Non-Statisticians

As someone who has tried to teach multivariate statistics to non-statistician graduate students for the past 5 years, I have found this to be a very valuable and clearly-written text. As advertised and as the previous reviewer noted, the text is largely free of complex statistical equations and instead has clear descriptions of each type of test as well as common applications of that test. It is a perfect introduction for...

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Rated 5 stars
Finally! A statistics book in English instead of statistese!

The book is an overview of a variety of multivariate statistical techniques. The book is geared as a companion to a heavy duty stats textbook, with the purpose of providing conceptual discussions of each of the techniques. And it succeeds brilliantly. The authors of each chapter treat the topic statistic with very little, if any Greek, plenty of concrete examples, and clearly delineate the assumptions of the statistical...

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