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Modeling and interpreting interactive hypotheses in regression analysis / Cindy D. Kam and Robert J. Franzese, Jr.
- Format:
- Book
- Author/Creator:
- Kam, Cindy D., 1975-
- Language:
- English
- Subjects (All):
- Regression analysis.
- Social sciences--Statistical methods.
- Social sciences.
- Genre:
- Electronic books.
- Physical Description:
- 1 online resource (153 pages) : illustrations
- Place of Publication:
- Ann Arbor : University of Michigan Press, c2007.
- System Details:
- text file
- Contents:
- 2 Interactions in Social Science 7
- 3 Theory to Practice 13
- Specifying Empirical Models to Reflect Interactive Hypotheses
- Interpreting Coefficients from Interactive Models
- Linking Statistical Tests with Interactive Hypotheses
- Presentation of Interactive Effects
- 4 The Meaning, Use, and Abuse of Some Common General-Practice Rules 93
- Colinearity and Mean-Centering the Components of Interaction Terms
- Including x and z when xz Appears
- 5 Extensions 103
- Separate-Sample versus Pooled-Sample Estimation of Interactive Effects
- Nonlinear Models
- Random-Effects Models and Hierarchical Models
- Appendix A Differentiation Rules 133
- Appendix B Stata Syntax 136
- Marginal Effects, Standard Errors, and Confidence Intervals
- Predicted Values, Standard Errors, and Confidence Intervals
- Marginal Effects, Using "lincom".
- Notes:
- Includes bibliographical references (pages 147-150) and index.
- Description based on information from the publisher.
- ISBN:
- 9780472099696
- 0472099698
- 9780472069699
- 0472069691
- Publisher Number:
- 10.3998/mpub.206871
- Access Restriction:
- Restricted for use by site license.
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