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Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences

Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences - 2nd edition

ISBN13: 978-0898592689

Cover of Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences 2ND 83 (ISBN 978-0898592689)
ISBN13: 978-0898592689
ISBN10: 0898592682
Cover type:
Edition/Copyright: 2ND 83
Publisher: Lawrence Erlbaum Associates, Inc.
Published: 1983
International: No

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Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences - 2ND 83 edition

ISBN13: 978-0898592689

Jacob Cohen and Patricia Cohen

ISBN13: 978-0898592689
ISBN10: 0898592682
Cover type:
Edition/Copyright: 2ND 83
Publisher: Lawrence Erlbaum Associates, Inc.

Published: 1983
International: No
Summary

Without omitting the "nuts and bolts" of the highly acclaimed first edition, this revised, updated, and very readable text is informed throughout by the application of MRC to the study of causality. MRC is seen here as a scientific rather than a technological tool - for understanding rather than blind "prediction." The presentation is non-mathematical and easy to grasp, with emphasis on concrete examples that are worked out in detail. The stress is on applications - not only to demonstrate the principles, but also to provide working models and show what kinds of applications are possible.


Table of Contents

PART I. BASICS

Introduction.
Bivariate Correlation and Regression.
Multiple Regression/Correlation : Two or More Independent Variables.
Sets of Independent Variables.

PART II. THE REPRESENTATION OF INFORMATION IN INDEPENDENT VARIABLES

Nominal or Qualitative Scales.
Quantitative Scales.
Missing Data. Interactions.

PART III. APPLICATIONS

Causal Models.
The Analysis of Covariance and Its Multiple Regression/Correlation Generalization.
Repeated Measurement and Matched Subjects Designs.
Multiple Regression/Correlation and Multivariate Methods.



Appendices
The Mathematical Basis for Multiple Regression/Correlation and Identification of the Inverse Matrix Elements.
Desk Calculator Solution of the Multiple Regression/Correlation Problem : Determination of the Inverse Matrix and Applications Thereof.
Computer Analysis of Multiple Regression/Correlation.
Set Correlation as a General Multivariate Data-Analytic Method.
Appendix
Tables.

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Cover of Applied Multiple Regression - Correlation Analysis for the Behavioral Sciences - With CD 3rd edition

Applied Multiple Regression - Correlation Analysis for the Behavioral Sciences - With CD - 3rd edition

ISBN13: 978-0805822236
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