Causal Discovery for Linear Mixed Data.

Yan Zeng Shohei Shimizu Hidetoshi Matsui Fuchun Sun

Published in: CLeaR (2022)

Keyphrases

mixed data
causal discovery
causal models
causal relationships
bayesian networks

data compression
data sets
discovery process
directed acyclic graph
mixture of gaussian distributions

knn
structural equation models
causal structure
clustering algorithm

multiresolution
similarity function
markov blanket
decision making