Generalized odds ratios for visual modeling

被引：7

作者：

Hofmann, H ^{[1
]}

机构：

[1] AT&T, Shannon Labs, Tech Staff, Florham Pk, NJ 07932 USA

来源：

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS | 2001年 / 10卷 / 04期

关键词：

interaction effects; model selection; mosaic plots;

D O I：

10.1198/106186001317243368

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：

The problem of displaying interaction effects graphically has been studied for a long time. This article shows how mosaic plots can be applied to visualize interaction effects in categorical data. This idea leads to a graphical approach for model selection based on a classical backward selection.

引用

页码：628 / 640

页数：13

共 11 条

[1]

Agresti A., 1990, Analysis of categorical data

[2] HYPOTHESES OF NO INTERACTION IN MULTIDIMENSIONAL CONTINGENCY TABLES [J].

BHAPKER, VP ;

KOCH, GG .

TECHNOMETRICS, 1968, 10 (01) :107-&

[3]

DUKE GV, 1952, ANAL CROSS CLASSIFIE

[4]

Fienberg Stephen E., 1980, The Analysis of Cross-Classi?ed Categorical Data

[5] Extending mosaic displays: Marginal, conditional, and partial views of categorical data [J].

Friendly, M .

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 1999, 8 (03) :373-395

[6]

Friendly M., 1994, 217 YORK U PSYCH DEP

[7] SIMPLE-MODELS FOR THE ANALYSIS OF ASSOCIATION IN CROSS-CLASSIFICATIONS HAVING ORDERED CATEGORIES [J].

GOODMAN, LA .

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1979, 74 (367) :537-552

[8]

Hartigan J. A., 1981, Computer Science and Statistics: Proceedings of the 13th Symposium on the Interface, P268

[9]

Hoaglin DC., 1991, FUNDAMENTALS EXPLORA

[10] Visualizing loglinear models [J].

Theus, M ;

Lauer, SRW .

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 1999, 8 (03) :396-412

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