Estimating Causal Effects by Bounding Confounding.

Philipp Geiger Dominik Janzing Bernhard Schölkopf

Published in: UAI (2014)

Keyphrases

learning algorithm
causal effects
structural equation models
causal relations
linear models
training data
upper bound
causal relationships
machine learning
observational data
data mining
high dimensional
linear model