Alternatives and similar repositories for survML

Users that are interested in survML are comparing it to the libraries listed below

• tedwestling / survSuperLearner
  Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.
  ☆14Updated 11 months ago
• kathoffman / steroids-trial-emulation
  Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…
  ☆63Updated 2 years ago
• Larsvanderlaan / hte3
  Causal machine learning pipeline using tlverse/sl3
  ☆13Updated last year
• tedwestling / CFsurvival
  R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obser…
  ☆13Updated 2 years ago
• drizopoulos / JMbayes
  Joint Models for Longitudinal and Survival Data using MCMC
  ☆59Updated 4 years ago
• nhejazi / medoutcon
  R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
  ☆14Updated 2 months ago
• nt-williams / lmtp
  Non-parametric Causal Effects Based on Modified Treatment Policies
  ☆75Updated last month
• RobinDenz1 / adjustedCurves
  An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…
  ☆42Updated 3 months ago
• thuizhou / PSweight
  ☆27Updated last year
• Causal-LDA / TrialEmulation
  ☆33Updated 2 weeks ago
• tlverse / tmle3shift
  🎯 Targeted Learning of the Causal Effects of Stochastic Interventions
  ☆17Updated last year
• ehsanx / simMSM
  R package that simulates data suitable for fitting Marginal Structural Model.
  ☆13Updated 3 years ago
• drizopoulos / JMbayes2
  Extended Joint Models for Longitudinal and Survival Data
  ☆94Updated 2 weeks ago
• IyarLin / survXgboost
  A small wrapper package that enables full survival curve estimation using xgboost
  ☆19Updated last year
• imalenica / medltmle
  R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data
  ☆14Updated 3 years ago
• tlverse / tmle3
  🎯🎓 Generalized Targeted Learning Framework
  ☆41Updated 5 months ago
• drizopoulos / JM
  Joint Models for Longitudinal & Survival Data under Maximum Likelihood
  ☆37Updated last year
• nt-williams / lcmmtp
  Longitudinal Mediation with Modified Treatment Policies
  ☆12Updated 2 months ago
• tagteam / riskRegression
  R package for risk regression and prediction with censored data
  ☆53Updated 3 weeks ago
• benkeser / drtmle
  Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests
  ☆20Updated 2 years ago
• tlverse / tlverse-handbook
  🎯 Targeted Learning in R: A Causal Data Science Handbook
  ☆60Updated last year
• benkeser / survtmle
  Targeted Learning for Survival Analysis
  ☆23Updated 2 years ago
• migariane / SIM-TMLE-tutorial
  Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017
  ☆19Updated 5 years ago
• graemeleehickey / joineRML
  R package for fitting joint models to time-to-event data and multivariate longitudinal data
  ☆32Updated 10 months ago
• tagteam / MedicalRiskPredictionModels
  ☆30Updated 4 years ago
• Novartis / Causal-inference-in-RCTs
  This repository contains code examples for several methods in a Causal Inference in RCTs short course.
  ☆26Updated 4 months ago
• romainkp / stremr
  Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data
  ☆41Updated last year
• GerkeLab / mediator
  Causal mediation analysis in R
  ☆29Updated 4 years ago
• NErler / JointAI
  Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values
  ☆28Updated 2 weeks ago
• BS1125 / CMAverse
  A suite of functions for reproducible causal mediation analyses
  ☆66Updated 9 months ago