shuyang-stat / multilevelMatchingLinks
Propensity score Matching and Subclassification with 3 or more Treatments
β20Updated 5 years ago
Alternatives and similar repositories for multilevelMatching
Users that are interested in multilevelMatching are comparing it to the libraries listed below
Sorting:
- π― π― Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Interventionβ13Updated 2 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis testsβ20Updated 2 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targetedβ¦β25Updated 3 years ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptionsβ11Updated 3 years ago
- π―π Generalized Targeted Learning Frameworkβ40Updated last week
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effectsβ¦β30Updated 4 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimationβ18Updated 4 months ago
- π― Targeted Learning of the Causal Effects of Stochastic Interventionsβ17Updated 9 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effectsβ13Updated last year
- Tools for Flexible Survival Analysis Using Machine Learningβ18Updated 2 weeks ago
- An Interface to Specify Causal Graphs and Compute Balke Boundsβ19Updated 4 months ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017β17Updated 5 years ago
- Targeted Learning for Survival Analysisβ22Updated last year
- Causal Mediation analysisβ9Updated last month
- Longitudinal Mediation with Modified Treatment Policiesβ12Updated last month
- β25Updated last year
- Causal machine learning pipeline using tlverse/sl3β12Updated last year
- Longitudinal Targeted Maximum Likelihood Estimation packageβ25Updated 2 years ago
- R code to generate simulated data and implement the hierarchical TMLEs described in "A new approach to hierarchical data analysis: Targetβ¦β9Updated 5 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methodsβ26Updated 7 months ago
- R package for fitting joint models to time-to-event and longitudinal dataβ18Updated 5 months ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.β13Updated 6 months ago
- R package that simulates data suitable for fitting Marginal Structural Model.β12Updated 2 years ago
- Publicly available code from my publicationsβ14Updated 3 weeks ago
- Sample size for external validation of a logistic regression based prediction modelβ12Updated 3 years ago
- Approximately balanced estimation of average treatment effects in high dimensions.β34Updated 3 years ago
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (β¦β26Updated 9 months ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Dataβ13Updated 2 years ago
- β20Updated 6 years ago
- CRAN Task View: Causal Inferenceβ17Updated last year