MARGINAL MODELS FOR CORRELATED BINARY RESPONSES WITH MULTIPLE CLASSES AND MULTIPLE LEVELS OF NESTING

被引：64

作者：

QAQISH, BF ^{[1
]}

LIANG, KY ^{[1
]}

机构：

[1] JOHNS HOPKINS UNIV,DEPT BIOSTAT,615 N WOLFE ST,BALTIMORE,MD 21205

来源：

BIOMETRICS | 1992年 / 48卷 / 03期

关键词：

CORRELATED BINARY DATA; FAMILIAL AGGREGATION; GENERALIZED ESTIMATING EQUATIONS; GENETIC EPIDEMIOLOGY; MULTIPLE CLASSES; NESTING STRUCTURE;

D O I：

10.2307/2532359

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

A model for correlated binary data is presented. Marginal probabilities and odds ratios are allowed to have general regression structures that include multiple classes and multiple levels of nesting. Estimation is done through the generalized estimating equations approach of Liang and Zeger (1986, Biometrika 73, 13-22). They are contrasted with conditional models and recommendations for choosing between the two are given. Examples from genetic epidemiology are presented.

引用

页码：939 / 950

页数：12

共 20 条

[1] RISK-FACTORS FOR GENETIC TYPING AND DETECTION IN RETINITIS PIGMENTOSA [J].

BERSON, EL ;

ROSNER, B ;

SIMONOFF, E .

AMERICAN JOURNAL OF OPHTHALMOLOGY, 1980, 89 (06) :763-775

[2] CHRONIC OBSTRUCTIVE PULMONARY-DISEASE - A CHALLENGE IN GENETIC EPIDEMIOLOGY [J].

COHEN, BH .

AMERICAN JOURNAL OF EPIDEMIOLOGY, 1980, 112 (02) :274-288

[3] CONDITIONAL LOGISTIC-REGRESSION MODELS FOR CORRELATED BINARY DATA [J].

CONNOLLY, MA ;

LIANG, KY .

BIOMETRIKA, 1988, 75 (03) :501-506

[4]

Feinberg SE, 1975, DISCRETE MULTIVARIAT

[5]

LIANG KY, 1992, J R STAT SOC B, V54, P3

[6] LONGITUDINAL DATA-ANALYSIS USING GENERALIZED LINEAR-MODELS [J].

LIANG, KY ;

ZEGER, SL .

BIOMETRIKA, 1986, 73 (01) :13-22

[7] DURATION OF EFFUSION AFTER ANTIBIOTIC-TREATMENT FOR ACUTE OTITIS-MEDIA - COMPARISON OF CEFACLOR AND AMOXICILLIN [J].

MANDEL, EM ;

BLUESTONE, CD ;

ROCKETTE, HE ;

BLATTER, MM ;

REISINGER, KS ;

WUCHER, FP ;

HARPER, J .

PEDIATRIC INFECTIOUS DISEASE JOURNAL, 1982, 1 (05) :310-316

[8]

MARDIA KV, 1967, BIOMETRIKA, V54, P235, DOI 10.2307/2333867

[9]

McCullagh P., 1989, GEN LINEAR MODELS, DOI DOI 10.1007/978-1-4899-3242-6

[10] SOME COMMENTS ON ROSNER MULTIPLE LOGISTIC MODEL FOR CLUSTERED DATA [J].

NEUHAUS, JM ;

JEWELL, NP .

BIOMETRICS, 1990, 46 (02) :523-531

← 1 2 →