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Cited by 730

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Applied Regression Including Computing and Graphics

Cook, R. Dennis, Weisberg, Sanford·1999·Wiley Series in Probability and Statistics

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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CoChat. (2026). Citation check: Applied Regression Including Computing and Graphics. https://app.cochat.ai/papers/10.1002/9780470316948
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Cook, R. D., & Weisberg, S. (1999). Applied Regression Including Computing and Graphics. Wiley Series in Probability and Statistics. https://doi.org/10.1002/9780470316948

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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.