The DOI matches its Crossref record.
Applied Regression Including Computing and Graphics
Abstract
Looking Forward and Back. Introduction to Regression. Introduction to Smoothing. Bivariate Distributions. Two-Dimensional Plots. TOOLS. Simple Linear Regression. Introduction to Multiple Linear Regression. Three-Dimensional Plots. Weights and Lack-of-Fit. Understanding Coefficients. Relating Mean Functions. Factors and Interactions. Response Transformations. Diagnostics I: Curvature and Nonconstant Variance. Diagnostics II: Influence and Outliers. Predictor Transformations. Model Assessment. REGRESSION GRAPHICS. Visualizing Regression. Visualizing Regression with Many Predictors. Graphical Regression. LOGISTIC REGRESSION AND GENERALIZED LINEAR MODELS. Binomial Regression. Graphical and Diagnostic Methods for Logistic Regression. Generalized Linear Models. Appendix. References. Indexes.
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Metadata
- Authors
- Cook, R. D., & Weisberg, S.
- Venue
- Wiley Series in Probability and Statistics
- Publisher
- Wiley
- Published
- 1999-07-23
- ISSN
- 1940-6347 (ISSN-L)
- OpenAlex
- W2091982937
- Cited by
- 730
- References
- 0
- FWCI
- 7.18
- Type
- book
- Language
- en
- Open access
- closed
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Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
