Estimation of Heterogeneous Restricted Mean Survival Time Using Random Forest
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Estimation of Heterogeneous Restricted Mean Survival Time Using Random Forest
Authors
Keywords
-
Journal
Frontiers in Genetics
Volume 11, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2021-01-07
DOI
10.3389/fgene.2020.587378
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Local Linear Forests
- (2020) Rina Friedberg et al. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
- Censoring Unbiased Regression Trees and Ensembles
- (2018) Jon Arni Steingrimsson et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
- (2018) Stefan Wager et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Modeling restricted mean survival time under general censoring mechanisms
- (2017) Xin Wang et al. LIFETIME DATA ANALYSIS
- Testing and confidence intervals for high dimensional proportional hazards models
- (2016) Ethan X. Fang et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- A random forest guided tour
- (2016) Gérard Biau et al. TEST
- A random forest guided tour
- (2016) Gérard Biau et al. TEST
- Erratum: Corrigendum: A pan-cancer proteomic perspective on The Cancer Genome Atlas
- (2015) Rehan Akbani et al. Nature Communications
- Oracle inequalities for the lasso in the Cox model
- (2013) Jian Huang et al. ANNALS OF STATISTICS
- Predicting the restricted mean event time with the subject's baseline covariates in survival analysis
- (2013) L. Tian et al. BIOSTATISTICS
- 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
- Estimating Differences in Restricted Mean Lifetime Using Observational Data Subject to Dependent Censoring
- (2010) Min Zhang et al. BIOMETRICS
- Consistency of random survival forests
- (2010) Hemant Ishwaran et al. STATISTICS & PROBABILITY LETTERS
- Random survival forests
- (2008) Hemant Ishwaran et al. Annals of Applied Statistics
- Standard errors for bagged and random forest estimators
- (2008) Joseph Sexton et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationPublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More