References
- Atkinson, A. C. (1985). Plots, Transformations and Regression, OXford, u.K.: Clarendon Press
- Berk, K. N. and Booth, D. E. (1995). Seeing a curve in multiple regression, Journal of the American Statistical Association, vol. 37, 385-398
Communications for Statistical Applications and Methods
- Volume 11 Issue 3
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- Pages.529-537
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- 2004
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- 2287-7843(pISSN)
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- 2383-4757(eISSN)
DOI QR Code
Dynamic Residual Plots for Linear Combinations of Explanatory Variables
- Son, Seo-Han (Department of Applied Statistics, Konkuk University)
- Published : 2004.12.01
Abstract
This article concerns dynamic graphical methods for visualizing a curvature in regression problem in which some predictors enter nonlinearly. A sequence of augmented partial residual plot or partial residual plot updated by the change of linear combination of two predictors are constructed. Examples demonstrate that the suggested methods can be used to reduce the dimension of explanatory variables as well as to capture a curvature.
Keywords
- Augmented partial residual plots;
- CERES plots;
- Dimension reduction;
- Dynamic graphics;
- Partial residual plots;
- SIR