nhejazi / medoutcon
R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
☆13Updated last year
Alternatives and similar repositories for medoutcon:
Users that are interested in medoutcon are comparing it to the libraries listed below
- CRAN Task View: Causal Inference☆17Updated 11 months ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆12Updated 2 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆40Updated last year
- 2SLS Regression with Diagnostics in R☆20Updated 2 months ago
- 🎯🎓 Generalized Targeted Learning Framework☆39Updated 4 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 4 months ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated last month
- Simulate Joint Longitudinal and Survival Data☆15Updated 6 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆11Updated 3 months ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆76Updated 11 months ago
- Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying c…☆22Updated last year
- ☆21Updated 2 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated last month
- Code for the R package "EValue" and GUI website.☆16Updated 3 years ago
- Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the …☆42Updated last month
- Longitudinal Mediation with Modified Treatment Policies☆12Updated last year
- R package mediation☆64Updated last year
- ☆24Updated last year
- Non-parametric Causal Effects Based on Modified Treatment Policies☆63Updated 3 weeks ago
- An R-Package to Visualize the (Causal) Effect of a Continuous Variable on a Time-To-Event Outcome☆12Updated last year
- A suite of functions for reproducible causal mediation analyses☆57Updated last month
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆16Updated 4 years ago
- An R package for conducting sensitivity analyses for unmeasured confounders☆36Updated last year
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago
- Analysis of simulation studies including Monte Carlo error☆28Updated 10 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 5 months ago
- High dimensional propensity score algorithm in R☆30Updated 7 years ago
- ☆38Updated 3 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆30Updated last month
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 2 years ago