joshuaschwab / ltmleLinks
Longitudinal Targeted Maximum Likelihood Estimation package
β25Updated 2 years ago
Alternatives and similar repositories for ltmle
Users that are interested in ltmle are comparing it to the libraries listed below
Sorting:
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effectsβ13Updated last year
- π―π Generalized Targeted Learning Frameworkβ40Updated last week
- Targeted Learning for Survival Analysisβ22Updated last year
- Causal machine learning pipeline using tlverse/sl3β12Updated last year
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Dataβ41Updated last year
- Comprehensive Cross-Validation Engineβ27Updated 2 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017β17Updated 5 years ago
- β25Updated last year
- β9Updated 8 years ago
- π¦ Your One Stop to Targeted Learning in R with the tlverseβ33Updated 3 years ago
- R package providing diagnostic tools for multilevel modelsβ18Updated last month
- Sensitivity analysis tools for causal MLβ17Updated this week
- Simulate Joint Longitudinal and Survival Dataβ15Updated 6 years ago
- β34Updated 3 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis testsβ20Updated 2 years ago
- π― π― Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Interventionβ13Updated 2 years ago
- R code to generate simulated data and implement the hierarchical TMLEs described in "A new approach to hierarchical data analysis: Targetβ¦β9Updated 5 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimationβ18Updated 4 months ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptionsβ11Updated 3 years ago
- Diagnostics for confounding of time-varying and other joint exposuresβ11Updated 2 years ago
- β20Updated 6 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effectsβ¦β30Updated 4 months ago
- Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying cβ¦β23Updated 2 years ago
- Tools for estimating causal effects for multivariate continuous exposuresβ13Updated 3 years ago
- Code accompanying my ICPSR summer program course on Applied Bayesian Modeling.β44Updated 7 years ago
- β26Updated 8 months ago
- Simulate Survival Dataβ24Updated 4 years ago
- R package to allow tidybayes to work with the rethinking packageβ26Updated last year
- An R package for estimating controlled direct effects.β18Updated 3 months ago
- Tools for multiple imputation in multilevel modelingβ29Updated last year