Penalized Regression for Left-Truncated and Right-Censored Survival Data

penalized regression
survival analysis
We propose penalized regression methods for left-truncated and right-censored survival data, extending the elastic net penalty to handle delayed entry in Cox proportional hazards models.
Authors

Sarah F. McGough

Devin Incerti

Svetlana Lyalina

Ryan Copping

Balasubramanian Narasimhan

Robert Tibshirani

Published

November 10, 2021