Oracle inequalities for the lasso in the Cox model

20 June 2013

Papers citing "Oracle inequalities for the lasso in the Cox model"

30 / 30 papers shown

Title
Concentration Inequalities for Statistical Inference Huiming Zhang Songxi Chen 207 64 0 24 Feb 2025
A network-constrain Weibull AFT model for biomarkers discovery Claudia Angelini D. Canditiis I. Feis Antonella Iuliano 77 1 0 28 Feb 2024
Structured Learning in Time-dependent Cox Models Guanbo Wang Yimin Lian Archer Y. Yang Robert W. Platt Rui Wang S. Perreault M. Dorais M. Schnitzer 114 3 0 21 Jun 2023
Communication-Efficient Distributed Estimation and Inference for Cox's Model Pierre Bayle Jianqing Fan Zhipeng Lou 51 1 0 23 Feb 2023
A Statistical Learning Take on the Concordance Index for Survival Analysis Alex Nowak-Vila K. Elgui Geneviève Robin 141 1 0 23 Feb 2023
Improving Group Lasso for high-dimensional categorical data Szymon Nowakowski P. Pokarowski Wojciech Rejchel Agnieszka Sołtys 67 0 0 25 Oct 2022
Approximating Partial Likelihood Estimators via Optimal Subsampling Haixiang Zhang Lulu Zuo Haiying Wang Liuquan Sun 62 14 0 10 Oct 2022
Factor-Augmented Regularized Model for Hazard Regression Pierre Bayle Jianqing Fan 63 4 0 03 Oct 2022
High-dimensional nonconvex lasso-type $M$ -estimators Jad Beyhum Franccois Portier 75 0 0 12 Apr 2022
A Modern Theory for High-dimensional Cox Regression Models Xianyang Zhang Huijuan Zhou Hanxuan Ye 29 8 0 03 Apr 2022
A provable two-stage algorithm for penalized hazards regression Jianqing Fan Wenyan Gong Qiang Sun 32 1 0 06 Jul 2021
Structure learning for CTBN's via penalized maximum likelihood methods Maryia Shpak B. Miasojedow Wojciech Rejchel 55 0 0 13 Jun 2020
Estimating Treatment Effect under Additive Hazards Models with High-dimensional Covariates Jue Hou Jelena Bradic R. Xu CML 37 1 0 29 Jun 2019
Penalized least squares approximation methods and their applications to stochastic processes Takumi Suzuki Nakahiro Yoshida 41 18 0 22 Nov 2018
High Dimensional Robust Inference for Cox Regression Models S. Kong Zhuqing Yu Xianyang Zhang Guang Cheng 55 9 0 01 Nov 2018
Spectral Analysis of High-dimensional Time Series M. Fiecas Chenlei Leng Weidong Liu Yi Yu AI4TS 113 29 0 26 Oct 2018
Event History Analysis of Dynamic Communication Networks Tony Sit Z. Ying Yi Yu 36 2 0 08 Oct 2018
Binacox: automatic cut-point detection in high-dimensional Cox model with applications in genetics Simon Bussy Mokhtar Z. Alaya A. Jannot Agathe Guilloux 58 0 0 25 Jul 2018
On an extension of the promotion time cure model Franccois Portier Ingrid Van Keilegom A. E. Ghouch 22 2 0 04 Jun 2018
Confidence intervals for high-dimensional Cox models Yi Yu Jelena Bradic R. Samworth 64 30 0 03 Mar 2018
Elastic-net Regularized High-dimensional Negative Binomial Regression: Consistency and Weak Signals Detection Huiming Zhang Jinzhu Jia 99 32 0 09 Dec 2017
Cox's proportional hazards model with a high-dimensional and sparse regression parameter Kou Fujimori 37 2 0 28 Oct 2017
Fine-Gray competing risks model with high-dimensional covariates: estimation and Inference Jue Hou Jelena Bradic R. Xu 103 0 0 29 Jul 2017
The Dantzig selector for diffusion processes with covariates Kou Fujimori Y. Nishiyama 139 3 0 30 Nov 2016
Variable selection and structure identification for varying coefficient Cox models Toshio Honda Ryota Yabe 84 9 0 19 Jul 2016
Adaptive estimation of the baseline hazard function in the Cox model by model selection, with high-dimensional covariates Agathe Guilloux Sarah Lemler M. Taupin 104 6 0 01 Mar 2015
Testing and Confidence Intervals for High Dimensional Proportional Hazards Model Ethan X. Fang Y. Ning Han Liu 103 72 0 16 Dec 2014
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 145 1,291 0 07 Aug 2013
A penalized algorithm for event-specific rate models for recurrent events O. Bouaziz Agathe Guilloux 88 7 0 10 Apr 2013
Structured Estimation in Nonparameteric Cox Model Jelena Bradic R. Song 168 10 0 18 Jul 2012