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CausalMissingValues

This repository provides the code and data used in three papers:

  1. Cui, Ruifei, Perry Groot, and Tom Heskes. "Copula PC Algorithm for Causal Discovery from Mixed Data." In Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), pp. 377-392. Springer, Cham, 2016.

  2. Cui, Ruifei, Perry Groot, and Tom Heskes. "Robust estimation of Gaussian copula causal structure from mixed data with missing values." In IEEE International Conference on Data Mining (ICDM), pp. 835-840. IEEE, 2017.

  3. Cui, Ruifei, Perry Groot, and Tom Heskes. "Learning causal structure from mixed data with missing values using Gaussian copula models." Statistics and Computing (2018): 1-23.