Cox's Proportional Hazards Model under Covariate Measurement Error - A Review and Comparison of Methods

Augustin, Thomas and Schwarz, R. (2001): Cox's Proportional Hazards Model under Covariate Measurement Error - A Review and Comparison of Methods. Collaborative Research Center 386, Discussion Paper 260

Abstract

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 are discussed in some detail, important modifications and further developments are briefly sketched. Then the basic methods are compared in a simulation study.

• Item Type: Paper
• Keywords: Measurement error, error-in-variables, Cox model, survival analysis
• Faculties: Mathematics, Computer Science and Statistics > Statistics > Collaborative Research Center 386; Special Research Fields > Special Research Field 386
• Subjects: 500 Science > 510 Mathematics
• Language: English