Alternatives and similar repositories for drtmle

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

• thuizhou / PSweight
  ☆26Updated last year
• nhejazi / haldensify
  R/haldensify: Highly Adaptive Lasso Conditional Density Estimation
  ☆18Updated 2 months ago
• tedwestling / ctsCausal
  ☆10Updated 2 years ago
• nt-williams / adjrct
  Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions
  ☆11Updated 4 months ago
• joshuaschwab / ltmle
  Longitudinal Targeted Maximum Likelihood Estimation package
  ☆26Updated 2 years ago
• romainkp / stremr
  Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data
  ☆41Updated last year
• Larsvanderlaan / hte3
  Causal machine learning pipeline using tlverse/sl3
  ☆13Updated last year
• nt-williams / lcmmtp
  Longitudinal Mediation with Modified Treatment Policies
  ☆12Updated last month
• tlverse / tmle3mopttx
  🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention
  ☆13Updated 3 years ago
• tlverse / tmle3
  🎯🎓 Generalized Targeted Learning Framework
  ☆41Updated 4 months ago
• benkeser / survtmle
  Targeted Learning for Survival Analysis
  ☆23Updated last year
• ledell / cvAUC
  Computationally efficient confidence intervals for cross-validated AUC estimates in R
  ☆23Updated 3 years ago
• sambrilleman / simsurv
  Simulate Survival Data
  ☆24Updated 4 years ago
• soerenkuenzel / hte
  ☆34Updated 3 years ago
• yqzhong7 / AIPW
  R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect
  ☆26Updated 7 months ago
• sachsmc / causaloptim
  An Interface to Specify Causal Graphs and Compute Balke Bounds
  ☆22Updated 8 months ago
• tlverse / tlverse
  📦 Your One Stop to Targeted Learning in R with the tlverse
  ☆33Updated 4 years ago
• tlverse / origami
  Comprehensive Cross-Validation Engine
  ☆27Updated 3 years ago
• nt-williams / mlr3superlearner
  Super learner fitting and prediction using mlr3
  ☆10Updated 8 months ago
• adibender / pammtools
  Piece-wise exponential Additive Mixed Modeling tools
  ☆51Updated last month
• graemeleehickey / joineR
  R package for fitting joint models to time-to-event and longitudinal data
  ☆18Updated 10 months ago
• migariane / SIM-TMLE-tutorial
  Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017
  ☆19Updated 5 years ago
• nhejazi / medoutcon
  R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
  ☆14Updated last month
• jantonelli111 / DoublyRobustHD
  R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods
  ☆27Updated 11 months ago
• tlverse / causalglm
  Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…
  ☆27Updated 3 years ago
• tlverse / hal9001
  🤠 📿 The Highly Adaptive Lasso
  ☆49Updated 11 months ago
• osofr / simcausal
  Simulating Longitudinal and Network Data with Causal Inference Applications
  ☆70Updated last year
• tedwestling / survSuperLearner
  Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.
  ☆14Updated 11 months ago
• mattblackwell / causalsens
  A sensitivity analysis package for causal effects
  ☆12Updated last year
• fsavje / quickmatch
  Quick Generalized Full Matching in R
  ☆11Updated last year