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Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences.

Author: Jacob Cohen; Patricia Cohen; Stephen G West; Leona S Aiken
Publisher: Hoboken : Taylor and Francis, 2013.
Edition/Format:   eBook : Document : English : 3rd edView all editions and formats
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Cohen, Jacob.
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences.
Hoboken : Taylor and Francis, ©2013
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Jacob Cohen; Patricia Cohen; Stephen G West; Leona S Aiken
ISBN: 9781134800940 1134800940
OCLC Number: 869090840
Description: 1 online resource (735 pages)
Contents: Contents: Preface. 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. Appendices: The Mathematical Basis for Multiple Regression/Correlation and Identification of the Inverse Matrix Elements. Determination of the Inverse Matrix and Applications Thereof.

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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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