BITES: balanced individual treatment effect for survival data

A Predictive Model for Progression of CKD to Kidney Failure Based on Routine Laboratory Tests

(2021) Helena U. Zacharias et al.   AMERICAN JOURNAL OF KIDNEY DISEASES

Gene expression-based outcome prediction in advanced stage classical Hodgkin lymphoma treated with BEACOPP

(2021) Ron D. Jachimowicz et al.   LEUKEMIA

Assessment of 25-Year Survival of Women With Estrogen Receptor–Positive/ERBB2-Negative Breast Cancer Treated With and Without Tamoxifen Therapy

(2021) Huma Dar et al.   JAMA Network Open

A scalable discrete-time survival model for neural networks

(2019) Michael F. Gensheimer et al.   PeerJ

A novel lymphoma-associated macrophage interaction signature (LAMIS) provides robust risk prognostication in diffuse large B-cell lymphoma clinical trial cohorts of the DSHNHL

(2019) Annette M. Staiger et al.   LEUKEMIA

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

(2018) Jared L. Katzman et al.   BMC Medical Research Methodology

Clinical outcomes comparison of 10 years versus 5 years of adjuvant endocrine therapy in patients with early breast cancer

(2018) Li Li et al.   BMC CANCER

On Wasserstein Two-Sample Testing and Related Families of Nonparametric Tests

(2017) Aaditya Ramdas et al.   Entropy

Evidence for Health Decision Making — Beyond Randomized, Controlled Trials

(2017) Thomas R. Frieden   NEW ENGLAND JOURNAL OF MEDICINE

Testing the proportional hazards assumption in case-cohort analysis

(2013) Xiaonan Xue et al.   BMC Medical Research Methodology

Restricted mean survival time: an alternative to the hazard ratio for the design and analysis of randomized trials with a time-to-event outcome

(2013) Patrick Royston et al.   BMC Medical Research Methodology

Covariate balancing propensity score

(2013) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Variables with time-varying effects and the Cox model: Some statistical concepts illustrated with a prognostic factor study in breast cancer

(2010) Carine A Bellera et al.   BMC Medical Research Methodology

Bayesian Nonparametric Modeling for Causal Inference

(2010) Jennifer L. Hill   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Random survival forests

(2008) Hemant Ishwaran et al.   Annals of Applied Statistics

Controlled experiments on the web: survey and practical guide

(2008) Ron Kohavi et al.   DATA MINING AND KNOWLEDGE DISCOVERY