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Applied multiple regression/correlation analysis for the behavioral sciences

Author: Jacob Cohen
Publisher: Mahwah, N.J. : L. Erlbaum Associates, 2003.
Edition/Format:   Print book : CD for computer : Document   Computer File : English : 3rd edView all editions and formats
Summary:
The Applied Multiple Regression (LRM) model has been in use in statistical analyses for many years; but it was not until the late 1960's that a model was used to provide a multivariate analysis of the Katsulares/Mitri heart study data that its full power and applicability were totally appreciated. Since then the LRM model has become the standard method for regression analysis of dichotomous data in many fields,  Read more...
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Genre/Form: CD-ROMs
Material Type: Document, Internet resource
Document Type: Book, Computer File, Internet Resource
All Authors / Contributors: Jacob Cohen
ISBN: 0805822232 9780805822236
OCLC Number: 49903199
Notes: Revised edition of: Applied multiple regression/correlation analysis for the behavioral sciences / Jacob Cohen, Patricia Cohen. 2nd ed. 1983.
The CD-ROM contains the data for almost all examples as well as the command codes for each of the major statistical packages for the tabular and other findings in the book.
Description: xxviii, 703 pages : illustrations ; 26 cm + 1 CD-ROM (4 3/4 in.)
Details: System requirements for accompanying CD-ROM: Windows 95 or newer.
Contents: Introduction --
Bivariate correlation and regression --
Multiple regression/correlation with two or more independent variables --
Data visualization, exploration, and assumption checking: diagnosing and solving regression problems I --
Data-analytic strategies using multiple regression/correlation --
Quantitative scales, curvilinear relationships, and transformations --
Interactions among continuous variables --
Categorical or nominal independent variables --
Interactions with categorical variables --
Outliers and multicollinearity: diagnosing and solving regression problems II --
Missing data --
Multiple regression/correlation and causal models --
Alternative regression models: logistic, Poisson regression, and the generalized linear model --
Random coefficient regression and multilevel models --
Longitudinal regression methods --
Multiple dependent variables: set correlation.
Responsibility: Jacob Cohen [and others].
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Abstract:

This third edition continues in the tradition of the broadly-used system first developed by the authors but with many modifications to reflect modern and developing practices in the field. It  Read more...

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"...anyone with an interest in or need to carry out MR will find it invaluable." - British Journal of Mathematical and Statistical Psychology"I can't see how a practicing research psychologist could Read more...

 
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