rje42 / causl
Methods for Specifying, Simulating from and Fitting Causal Models
☆14Updated last month
Alternatives and similar repositories for causl:
Users that are interested in causl are comparing it to the libraries listed below
- WeightIt: an R package for propensity score weighting☆112Updated last week
- DoubleML - Double Machine Learning in R☆143Updated last week
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆76Updated last week
- A suite of functions for reproducible causal mediation analyses☆57Updated 2 months ago
- Causal Inference in R Workshop☆198Updated 7 months ago
- The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆168Updated 3 weeks ago
- A tidy implementation of the synthetic control method in R☆103Updated last year
- ☆94Updated last year
- Code of the Microsimulation tutorial☆62Updated 6 years ago
- Causal Inference: What If. R and Stata code for Exercises☆90Updated last week
- Translating ML into Bayes, one line at a time☆78Updated last year
- Tools in R for computing and using Z-estimator approximate influence functions.☆95Updated 7 months ago
- Causal Inference in R: A book!☆214Updated last week
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- R package mediation☆64Updated last year
- 2SLS Regression with Diagnostics in R☆21Updated 2 months ago
- ☆17Updated last year
- A decision-analytic modeling coding framework☆32Updated last year
- Decision Analytic Modeling (DAM) package is a suite of functions for analyzing and visualizing the health economic outputs of mathematica…☆38Updated 4 months ago
- Suite of sensitivity analysis tools for OLS☆94Updated 5 months ago
- Working through "Regression and other stories," one chapter at a time☆55Updated last year
- ☆74Updated last year
- ADEMP preregistration protocol for simulation studies☆14Updated 4 months ago
- Building a Survival Model in Stan.☆57Updated last year
- ☆78Updated last year
- ☆38Updated 3 years ago
- ☆87Updated this week
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆47Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 7 months ago
- Regression and Other Stories - Tidyverse Examples☆102Updated 3 years ago