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Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
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Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences

DOI link for Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences

Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences book

Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences

DOI link for Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences

Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences book

ByJacob Cohen, Patricia Cohen, Stephen G. West, Leona S. Aiken
Edition 3rd Edition
First Published 2003
eBook Published 17 June 2013
Pub. location New York
Imprint Routledge
DOI https://doi.org/10.4324/9780203774441
eBook ISBN 9780203774441
SubjectsBehavioral Sciences, Mathematics & Statistics, Social Sciences
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Cohen, J., Cohen, P., West, S., Aiken, L. (2003). Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences. New York: Routledge, https://doi.org/10.4324/9780203774441

This classic text on multiple regression is noted for its nonmathematical, applied, and data-analytic approach. Readers profit from its verbal-conceptual exposition and frequent use of examples.

The applied emphasis provides clear illustrations of the principles and provides worked examples of the types of applications that are possible. Researchers learn how to specify regression models that directly address their research questions. An overview of the fundamental ideas of multiple regression and a review of bivariate correlation and regression and other elementary statistical concepts provide a strong foundation for understanding the rest of the text. The third edition features an increased emphasis on graphics and the use of confidence intervals and effect size measures, and an accompanying website with data for most of the numerical examples along with the computer code for SPSS, SAS, and SYSTAT, at www.psypress.com/9780805822236 .

Applied Multiple Regression serves as both a textbook for graduate students and as a reference tool for researchers in psychology, education, health sciences, communications, business, sociology, political science, anthropology, and economics. An introductory knowledge of statistics is required. Self-standing chapters minimize the need for researchers to refer to previous chapters.

TABLE OF CONTENTS

chapter 1|18 pages

Introduction

chapter 2|45 pages

Bivariate Correlation and Regression

chapter 3|37 pages

Multiple Regression/Correlation With Two or More Independent Variables

chapter 4|50 pages

Data Visualization, Exploration, and Assumption Checking: Diagnosing and Solving Regression Problems I

chapter 5|42 pages

Data-Analytic Strategies Using Multiple Regression/Correlation

chapter 6|62 pages

Quantitative Scales, Curvilinear Relationships, and Transformations

chapter 7|47 pages

Interactions Among Continuous Variables

chapter 8|52 pages

Categorical or Nominal Independent Variables

chapter 9|36 pages

Interactions With Categorical Variables

chapter 10|41 pages

Outliers and Multicollinearity: Diagnosing and Solving Regression Problems II

chapter 11|21 pages

Missing Data

chapter 12|27 pages

Multiple Regression/Correlation and Causal Models

chapter 13|57 pages

Alternative Regression Models: Logistic, Poisson Regression, and the Generalized Linear Model

chapter 14|32 pages

Random Coefficient Regression and Multilevel Models

chapter 15|40 pages

Longitudinal Regression Methods

chapter 16|21 pages

Multiple Dependent Variables: Set Correlation

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