wxwx1993 / GPSmatchingLinks
R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects using observational data in settings with continuous exposures, and a new framework for GPS caliper matching that jointly matches on both the estimated GPS and exposure levels to fully adjust for confounding b…
☆31Updated 9 months ago
Alternatives and similar repositories for GPSmatching
Users that are interested in GPSmatching are comparing it to the libraries listed below
Sorting:
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 2 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆46Updated last year
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated 2 months ago
- ☆21Updated 10 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- R package to perform Bayesian regularization using Stan.☆24Updated 3 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- A package for Bayesian causal inference with time-series cross-sectional data☆27Updated last year
- Longitudinal Targeted Maximum Likelihood Estimation package☆26Updated 2 years ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- R package cfcausal☆33Updated 2 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated 2 months ago
- CRAN Task View: Causal Inference☆17Updated 2 weeks ago
- Bayesian Inference of Complex Panel Data☆35Updated 5 months ago
- Matching on generalized propensity scores with continuous exposures☆25Updated 6 months ago
- Code for the R package "EValue" and GUI website.☆16Updated 4 months ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆32Updated 9 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆75Updated last month
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated 3 months ago
- Repo for code for "Unrepresentative Surveys Significantly Overestimate Vaccine Uptake in the US"☆15Updated 3 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆26Updated 7 months ago
- ☆27Updated last year
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆14Updated 9 months ago
- Bayesian DFA with Stan☆29Updated 6 months ago
- Variational Generalized Linear Mixed Effects Regression☆19Updated 2 weeks ago
- Synthetic controls for micro-level data☆16Updated 7 months ago
- Additive quantile regression R package☆35Updated 7 months ago
- Friedman's H-statistics☆31Updated last month
- ☆19Updated 2 years ago