JOURNAL ARTICLE

Added-Variable Plots and Curvature in Linear Regression

R. Dennis Cook

Year: 1996 Journal:   Technometrics Vol: 38 (3)Pages: 275-275   Publisher: Taylor & Francis

Abstract

Added-variable plots are useful for a variety of data-analytic purposes but can be seriously misleading when used to investigate curvature and predictor transformations in linear regression, unless the predictors are independent.

Keywords:
Linear regression Curvature Variable (mathematics) Mathematics Variables Statistics Regression analysis Regression Variety (cybernetics) Proper linear model Econometrics Bayesian multivariate linear regression Mathematical analysis Geometry

Metrics

15
Cited By
2.17
FWCI (Field Weighted Citation Impact)
15
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Statistical Methods and Models
Physical Sciences →  Mathematics →  Statistics and Probability
Statistical and numerical algorithms
Physical Sciences →  Mathematics →  Applied Mathematics
Spectroscopy and Chemometric Analyses
Physical Sciences →  Chemistry →  Analytical Chemistry

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