Added-variable plots and curvature in linear regression

R. Dennis Cook

doi:10.1080/00401706.1996.10484507

Added-variable plots and curvature in linear regression

R. Dennis Cook

Statistics (Twin Cities)

Research output: Contribution to journal › Article › peer-review

12 Scopus citations

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.

Original language	English (US)
Pages (from-to)	275-278
Number of pages	4
Journal	Technometrics
Volume	38
Issue number	3
DOIs	https://doi.org/10.1080/00401706.1996.10484507
State	Published - Aug 1996

Bibliographical note

Funding Information:
Research for this article was supported in part by National Science Foundation grants DMS 92-424 13 and DUE 93-54678.

Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.

Keywords

Component-plus-residual plots
Influential observations
Partial residual plots
Predictor transformations

Access

10.1080/00401706.1996.10484507

Cite this

@article{610942610dd64fcc9290dd85a687fdfe,

title = "Added-variable plots and curvature in linear regression",

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 = "Component-plus-residual plots, Influential observations, Partial residual plots, Predictor transformations",

author = "Cook, {R. Dennis}",

note = "Funding Information: Research for this article was supported in part by National Science Foundation grants DMS 92-424 13 and DUE 93-54678. Copyright: Copyright 2017 Elsevier B.V., All rights reserved.",

year = "1996",

month = aug,

doi = "10.1080/00401706.1996.10484507",

language = "English (US)",

volume = "38",

pages = "275--278",

journal = "Technometrics",

issn = "0040-1706",

publisher = "American Statistical Association",

number = "3",

}

TY - JOUR

T1 - Added-variable plots and curvature in linear regression

AU - Cook, R. Dennis

N1 - Funding Information: Research for this article was supported in part by National Science Foundation grants DMS 92-424 13 and DUE 93-54678. Copyright: Copyright 2017 Elsevier B.V., All rights reserved.

PY - 1996/8

Y1 - 1996/8

N2 - 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.

AB - 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.

KW - Component-plus-residual plots

KW - Influential observations

KW - Partial residual plots

KW - Predictor transformations

UR - http://www.scopus.com/inward/record.url?scp=0012390849&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0012390849&partnerID=8YFLogxK

U2 - 10.1080/00401706.1996.10484507

DO - 10.1080/00401706.1996.10484507

M3 - Article

AN - SCOPUS:0012390849

VL - 38

SP - 275

EP - 278

JO - Technometrics

JF - Technometrics

SN - 0040-1706

IS - 3

ER -

Added-variable plots and curvature in linear regression

Abstract

Bibliographical note

Keywords

Access

Other files and links

Fingerprint

Cite this