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37 public repositories
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Inference for Gaussian copula factor models and its application to causal discovery.
The Hetcor PC algorithm for causal discovery from mixed continuous and ordinal data.
Causal discovery from mixed data with missing values.
Double Machine Learning for Multiple Treatments
An R package for causal discovery in heavy-tailed models
Quasi-Oracle Estimation of Heterogeneous Treatment Effects
Effect modification and collapsibility when estimating the effectiveness of public health interventions: A Monte Carlo Simulation
Variable importance through causal inference, with Alan Hubbard
R code for causal graph animations
Discover the Underlying Causal Structure of Data
Generates synthetic data to apply simulations for causal inference
Causal Inference using Bayesian Additive Regression Trees
R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods
Causal inference under multiple treatments using BART
Code to implement causal SVM
An R package for causal inference in time series
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