nhejazi / medoutconLinks
R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
☆13Updated last week
Alternatives and similar repositories for medoutcon
Users that are interested in medoutcon are comparing it to the libraries listed below
Sorting:
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆76Updated last month
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 7 months ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆50Updated 2 years ago
- R package mediation☆66Updated last month
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated 3 weeks ago
- Translating ML into Bayes, one line at a time☆80Updated 2 years ago
- WeightIt: an R package for propensity score weighting☆114Updated 3 months ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Updated 11 months ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆12Updated 2 years ago
- ☆41Updated 3 years ago
- Simulate Joint Longitudinal and Survival Data☆15Updated 7 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 7 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 2 weeks ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 5 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆69Updated 3 weeks ago
- A suite of functions for reproducible causal mediation analyses☆60Updated 4 months ago
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated last week
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.☆69Updated 4 years ago
- ☆25Updated last year
- 2SLS Regression with Diagnostics in R☆21Updated 5 months ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 4 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆25Updated 2 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 8 months ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆17Updated 5 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago
- Regression with functional data☆46Updated 7 months ago
- CRAN Task View: Causal Inference☆17Updated last year
- ☆20Updated last year