2 papers
stat.ME2026
Debiased Machine Learning for Partially Linear Accelerated Failure Time Models
Tomoki Okuno, Sijie Zheng, Brendon Chau +3
The Cox model remains the default for survival analysis, but the proportional hazards assumption is often violated and hazard ratios can be difficult to interpret. Accelerated fail…
stat.ME2025
Estimating heritability of survival traits using censored multiple variance component model
Do Hyun Kim, Hua Zhou, Brendon Chau +5
Characterizing the genetic basis of survival traits, such as age at disease onset, is critical for risk stratification, early intervention, and elucidating biological mechanisms th…