IPDF talk
Speaker: Mr. Akurathi Jaya Naga Sri, University of Hyderabad
Host: Debraj Das
Title: Semiparametric linear transformation models for survival data with covariate measurement error
Time, day and date: 4:00:00 PM – 5:00:00 PM, Tuesday, May 26
Venue: Online (https://meet.google.com/vgm-gsjw-fqc)
Abstract: Measurement error in covariates frequently arises in biomedical, epidemiological, and clinical studies, and ignoring such errors may lead to biased estimation and misleading statistical inference.
In this talk, I will discuss semiparametric approaches for analyzing censored and competing risks survival data when covariates are measured with error. The proposed methods combine flexible modeling frameworks with robust estimation procedures and establish desirable asymptotic properties of the estimators. Simulation studies and real data applications illustrate the practical performance of the proposed approaches.