Alternatives and similar repositories for tmle3shift

Users that are interested in tmle3shift are comparing it to the libraries listed below

• tlverse / tmle3
  🎯🎓 Generalized Targeted Learning Framework
  ☆41Updated 2 months ago
• cwolock / survML
  Tools for Flexible Survival Analysis Using Machine Learning
  ☆18Updated last month
• nt-williams / lmtp
  Non-parametric Causal Effects Based on Modified Treatment Policies
  ☆74Updated last week
• migariane / SIM-TMLE-tutorial
  Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017
  ☆18Updated 5 years ago
• benkeser / drtmle
  Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests
  ☆20Updated 2 years ago
• sachsmc / causaloptim
  An Interface to Specify Causal Graphs and Compute Balke Bounds
  ☆22Updated 6 months ago
• tlverse / causalglm
  Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…
  ☆26Updated 3 years ago
• tedwestling / CFsurvival
  R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obser…
  ☆11Updated 2 years ago
• tlverse / tlverse-handbook
  🎯 Targeted Learning in R: A Causal Data Science Handbook
  ☆60Updated 10 months ago
• tedwestling / survSuperLearner
  Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.
  ☆13Updated 8 months ago
• Larsvanderlaan / hte3
  Causal machine learning pipeline using tlverse/sl3
  ☆13Updated last year
• benkeser / survtmle
  Targeted Learning for Survival Analysis
  ☆23Updated last year
• romainkp / stremr
  Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data
  ☆41Updated last year
• thuizhou / PSweight
  ☆26Updated last year
• dajmcdon / sparsegl
  ☆17Updated 2 months ago
• nhejazi / medoutcon
  R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
  ☆13Updated last month
• imalenica / medltmle
  R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data
  ☆13Updated 3 years ago
• osofr / simcausal
  Simulating Longitudinal and Network Data with Causal Inference Applications
  ☆70Updated last year
• joshuaschwab / ltmle
  Longitudinal Targeted Maximum Likelihood Estimation package
  ☆25Updated 2 years ago
• drizopoulos / JMbayes
  Joint Models for Longitudinal and Survival Data using MCMC
  ☆59Updated 4 years ago
• drizopoulos / JM
  Joint Models for Longitudinal & Survival Data under Maximum Likelihood
  ☆37Updated last year
• soerenkuenzel / hte
  ☆34Updated 3 years ago
• tlverse / tmle3mopttx
  🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention
  ☆13Updated 3 years ago
• nt-williams / adjrct
  Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions
  ☆11Updated 2 months ago
• shuyang-stat / multilevelMatching
  Propensity score Matching and Subclassification with 3 or more Treatments
  ☆21Updated 5 years ago
• sambrilleman / simsurv
  Simulate Survival Data
  ☆24Updated 4 years ago
• adayim / causalMed
  Causal Mediation analysis
  ☆10Updated 2 weeks ago
• NErler / JointAI
  Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values
  ☆28Updated last year
• jmbh / mgm
  Estimation of Time-Varying k-order Mixed Graphical Models
  ☆30Updated 5 months ago
• adibender / pammtools
  Piece-wise exponential Additive Mixed Modeling tools
  ☆49Updated last week