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Applied multiple regression/correlation analysis for the behavioral sciences / Jacob Cohen ... [and others].
LIBRA HA31.3 .A67 2003 1 v. + CD-ROM
Available from offsite location
- Format:
- Book
- Language:
- English
- Subjects (All):
- Regression analysis.
- Correlation (Statistics).
- Social sciences--Statistical methods.
- Social sciences.
- Physical Description:
- xxviii, 703 pages : illustrations ; 26 cm + 1 CD-ROM (4 3/4 in.)
- Edition:
- Third edition.
- Place of Publication:
- Mahwah, N.J. : L. Erlbaum Associates, 2003.
- System Details:
- System requirements for accompanying CD-ROM: Windows 95 or newer.
- Summary:
- Classic text on applied multiple regression considered the bible among graduate students and researchers.
- 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.
- Notes:
- Rev. ed. 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.
- Includes bibliographical references (pages 655-669) and indexes.
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Hazel M. Hussong Fund.
- ISBN:
- 0805822232
- 9780805822236
- OCLC:
- 49903199
- Online:
- Publisher description
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