papers
Publications (4)
stat.ME2014
CAM: Causal additive models, high-dimensional order search and penalized regression
Peter Bühlmann, Jonas Peters, Jan Ernest
stat.ME2015
Marginal integration for nonparametric causal inference
Jan Ernest, Peter Bühlmann
math.ST2017
Causal inference in partially linear structural equation models
Dominik Rothenhäusler, Jan Ernest, Peter Bühlmann
stat.ME2016
Nonparametric causal inference from observational time series through marginal integration
Shu Li, Jan Ernest, Peter Bühlmann