ON THE INTERPRETATION OF REGRESSION PLOTS

被引：170

作者：

COOK, RD

机构：

来源：

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION | 1994年 / 89卷 / 425期

关键词：

ADDED-VARIABLE PLOTS; ELLIPTICALLY CONTOURED DISTRIBUTIONS; NONLINEAR MODELS; REGRESSION GRAPHICS; RESIDUAL PLOTS;

D O I：

10.2307/2291214

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

A framework is developed for the interpretation of regression plots, including plots of the response against selected covariates, residual plots, added-variable plots, and detrended added-variable plots. It is shown that many of the common interpretations associated with these plots can be misleading. The framework also allows for the generalization of standard plots and the development of new plotting paradigms. A paradigm for graphical exploration of regression problems is sketched.

引用

页码：177 / 189

页数：13

共 14 条

[1]

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[2]

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[3]

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[4]

Cook R Dennis, 1982, RESIDUALS INFLUENCE

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COOK, RD ;

HAWKINS, DM ;

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[6] REGRESSION DIAGNOSTICS WITH DYNAMIC GRAPHICS [J].

COOK, RD ;

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TECHNOMETRICS, 1989, 31 (03) :277-291

[7]

COOK RD, 1990, 21ST P S INT COMP SC, P162

[8]

DAWID AP, 1979, J ROY STAT SOC B MET, V41, P1

[9]

DAWID AP, 1979, J ROY STAT SOC B MET, V41, P249

[10] SLICING REGRESSION - A LINK-FREE REGRESSION METHOD [J].

DUAN, N ;

LI, KC .

ANNALS OF STATISTICS, 1991, 19 (02) :505-530

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