Making Sense of Multivariate Data Analysis An Intuitive Approach

Name: Making Sense of Multivariate Data Analysis An Intuitive Approach
Price: 5.7 USD
Availability: InStock
ISBN: 9781412904018

ISBN-10: 1412904013

ISBN-13: 9781412904018

Edition: 2004

Authors: John Spicer

List price: $129.00

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Description:

"This book is a helpful guide to reading and understanding multivariate data analysis results in social and psychological research." -C. Y. Joanne Peng, Indiana University at Bloomington "This book serves as a resource for readers who want to have an overall view of what encompasses multivariate analyses. The author has discussed some important issues rather philosophically (e.g., theory vs. data analysis). These points are valuable even for readers who have extensive training with multivariate analyses." -Jenn-Yun Tein, Arizona State University Making Sense of Multivariate Data Analysis is a short introduction to multivariate data analysis (MDA) for students and practitioners…

Book details

List price: $129.00
Copyright year: 2004
Publisher: SAGE Publications, Incorporated
Publication date: 8/19/2004
Binding: Paperback
Pages: 256
Size: 6.00" wide x 9.00" long x 0.50" tall
Weight: 0.748
Language: English



Preface



The Core Ideas



What Makes a Difference?



Analyzing Data in the Form of Scores



Analyzing Data in the Form of Categories



Further Reading



Deciding Whether Differences Are Trustworthy



Sampling Issues



Measurement Issues



The Role of Chance



Statistical Assumptions



Further Reading



Accounting for Differences in a Complex World



Limitations of Bivariate Analysis



The Multivariate Strategy



Common Misinterpretations of Multivariate Analyses



Further Reading



The Techniques



Multiple Regression



The Composite Variable in Multiple Regression



Standard Multiple Regression in Action



Trustworthiness in Regression Analysis



Accommodating Other Types of Independent Variables



Sequential Regression Analysis



Further Reading



Logistic Regression and Discriminant Analysis



Logistic Regression



Discriminant Analysis



Further Reading



Multivariate Analysis of Variance



One-Way Analysis of Variance



Factorial Analysis of Variance



Multivariate Analysis of Variance



Within-Subjects ANOVA and MANOVA



Issues of Trustworthiness in MANOVA



Analysis of Covariance



Further Reading



Factor Analysis



The Composite Variable in Factor Analysis



Factor Analysis in Action



Issues of Trustworthiness in Factor Analysis



Confirmatory Factor Analysis



Further Reading



Log-Linear Analysis



Hierarchical Log-Linear Analysis



Trustworthiness in Log-Linear Analysis



Log-Linear Analysis With a Dependent Variable: Logit Analysis



Further Reading


Bibliography


Index


About the Author