Cox's proportional hazards model under covariate measurement error - A review and comparison of methods

被引：0

作者：

Augustin, T ^{[1
]}

Schwarz, R ^{[1
]}

机构：

[1] Univ Munich, Dept Stat, D-80799 Munich, Germany

来源：

TOTAL LEAST SQUARES AND ERRORS-IN-VARIABLES MODELING: ANALYSIS, ALGORITHMS AND APPLICATIONS | 2002年

关键词：

measurement error; errors-in-vaxiables; Cox model; survival analysis;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This contribution studies the Cox model under covariate measurement error. Methods proposed in the literature to adjust for measurement error are reviewed. The basic structural and functional approaches axe discussed in some detail, important modifications and further developments axe briefly sketched. Then the basic methods are compared in a simulation study.

引用

页码：179 / 188

页数：10

共 23 条

[1]

AUGUSTIN T, 2001, IN PRESS BIOMETRICAL

[2]

AUGUSTIN T, 2001, UNPUB EXACT CORRECTE

[3]

AUGUSTIN T, 2001, IN PRESS CLASSIFICAT

[4] COVARIANCE ANALYSIS OF CENSORED SURVIVAL DATA [J].

BRESLOW, N .

BIOMETRICS, 1974, 30 (01) :89-99

[5]

Breslow N. E., 1972, J. R. Stat. Soc. Ser. B. Stat. Methodol., V34, P216, DOI [10.1111/j.2517-6161.1972.tb00900.x, DOI 10.1111/J.2517-6161.1972.TB00900.X]

[6] Unbiased scores in proportional hazards regression with covariate measurement error [J].

Buzas, JS .

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1998, 67 (02) :247-257

[7]

CAROLL RJ, 1995, MEASUREMENT ERROR NO

[8]

Clayton D.G., 1991, Statistical Models for Longitudinal Studies ofHealth, chapter Models for the analysis of cohort and case-control studies with inaccurately measured exposures, P301

[9]

COX DR, 1972, J R STAT SOC B, V34, P187

[10] Estimation in Weibull regression model with measurement error [J].

Gimenez, P ;

Bolfarine, H ;

Colosimo, EA .

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1999, 28 (02) :495-510

← 1 2 3 →