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

Augustin, Thomas und Schwarz, R. (2001): Cox's Proportional Hazards Model under Covariate Measurement Error - A Review and Comparison of Methods. Sonderforschungsbereich 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.

• Dokumententyp: Paper
• Keywords: Measurement error, error-in-variables, Cox model, survival analysis
• Fakultät: Mathematik, Informatik und Statistik > Statistik > Sonderforschungsbereich 386 ; Sonderforschungsbereiche > Sonderforschungsbereich 386
• Themengebiete: 500 Naturwissenschaften und Mathematik > 510 Mathematik
• Sprache: Englisch