Semiparametric transformation Model with measurement error in Covariates: An Instrumental variable approach
协变量存在测量误差的半参数变换模型:工具变量方法
Linear transformation model provides a general framework for analyzing censored survival data with covariates. The proportional hazards and proportional odds models are special cases of the linear transformation model. In biomedical studies, covariates with measurement error may occur in survival data. In this work, we propose a method to obtain estimators of the regression coefficients in the linear transformation model when the covariates are subject to measurement error.…