NSAPH-Software / CausalGPSLinks
Matching on generalized propensity scores with continuous exposures
☆25Updated 2 months ago
Alternatives and similar repositories for CausalGPS
Users that are interested in CausalGPS are comparing it to the libraries listed below
Sorting:
- The Causal Rule Ensemble Method☆14Updated 9 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆25Updated 2 years ago
- R package to perform Bayesian regularization using Stan.☆24Updated 3 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 3 weeks ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 5 months ago
- ☆26Updated last year
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆43Updated 11 months ago
- Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).☆47Updated 5 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated last month
- Estimation of Time-Varying k-order Mixed Graphical Models☆30Updated 4 months ago
- Variational Generalized Linear Mixed Effects Regression☆19Updated last month
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆77Updated 2 months ago
- Bayesian DFA with Stan☆29Updated 2 months ago
- ☆21Updated 6 months ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- Machine learning explanations☆23Updated 4 months ago
- R package for calculation of standard and bootstrap confidence intervals☆17Updated 4 months ago
- Fast Wild Cluster Bootstrap Inference for Regression Models / OLS in R. Additionally, R port to WildBootTests.jl via the JuliaConnectoR.☆28Updated last year
- ☆9Updated 8 years ago
- R package implementing MCMC estimation of the two-parameter IRT model on GPUs☆14Updated 5 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated last month
- Survival Extrapolation With a Flexible Parametric Model and External Data☆12Updated last month
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 6 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 9 months ago
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.☆71Updated 4 years ago
- R package for missing-data imputation with deep learning☆34Updated last year
- missCompare R package - intuitive missing data imputation framework☆39Updated 4 years ago
- Materials for students to learn and instructors to teach multilevel modelling.☆30Updated 8 months ago
- MRP - Multilevel + BART = BARP☆10Updated 2 years ago