R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

Code for the paper "Estimating Transfer Entropy via Copula Entropy"

Causal Inference over Mixtures

Multiple Imputation in Causal Graph Discovery

tPC - Causal discovery with temporal background

Estimation and inference of a directed acyclic graph with unspecified interventions.

Graphical Instrumental Variable Estimation and Testing

An R package for learning context-specific causal models, called CStrees, based on observational, or a mix of observational and interventional, data.

An R package to generate causally-simulated data

Statistical analysis and modeling using R, particularly with a focus on cluster analysis and visualization of probabilities

This repository contains the code associated with the master's thesis "Invariance and Generalization for Classification" written by Linus Kühne at ETH Zurich in 2024.

This package implements the estimation of a topological ordering for a Linear Structural Equation Model (SEM) with non-Gaussian errors, as outlined in Ruiz et. al (2022+).

R package for model-based causal discovery for zero-inflated count data

Code for the paper "Causal Domain Adaptation with Copula Entropy based Conditional Independence Test"

various causal modeling techniques to determine if living in the U.S. or Europe impacts developers’ overall job satisfaction.