A tutorial on rank-based coefficient estimation for censored data in small- and large-scale problems

On Path Restoration for Censored Outcomes

(2011) Brent A. Johnson et al.   BIOMETRICS

Designing Optimal Spectral Filters for Inverse Problems

(2011) Julianne Chung et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Induced smoothing for the semiparametric accelerated failure time model: asymptotics and extensions to clustered data

(2009) L. M. Johnson et al.   BIOMETRIKA

Adaptive regularization using the entire solution surface

(2009) S. Wu et al.   BIOMETRIKA

Rank-based estimation in the ℓ1-regularized partly linear model for censored outcomes with application to integrated analyses of clinical predictors and gene expression data

(2009) Brent A. Johnson   BIOSTATISTICS

Rank-based variable selection with censored data

(2009) Jinfeng Xu et al.   STATISTICS AND COMPUTING

On lasso for censored data

(2009) Brent A. Johnson   Electronic Journal of Statistics

Regularized Estimation for the Accelerated Failure Time Model

(2008) T. Cai et al.   BIOMETRICS

Penalized Estimating Functions and Variable Selection in Semiparametric Regression Models

(2008) Brent A Johnson et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variable selection in semiparametric linear regression with censored data

(2008) Brent A. Johnson   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY