Concepedia

Alain Hauser

AH

Statistics

Publications

8

Citations

713

H-Index

8

Active since

2011

Affiliations

ETH Zurich(Current)

SIB Swiss Institute of Bioinformatics

University of Bern

Bern University of Applied Sciences

Alain Hauser is an author at ETH Zurich specializing in causal inference, public health, and causal graphical models.

Publications per year

2011–2018

8

Publications

8

Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs

Alain Hauser, Peter Bühlmann · arXiv (Cornell University) · 2011 · 245 citations · Full text

Public Health, Biostatistics, Computer Science +17

Methods for causal inference from gene perturbation experiments and validation

Nicolai Meinshausen, Alain Hauser, Joris M. Mooij et al. · Proceedings of the National Academy of Sciences · 2016 · 142 citations · Full text

Public Health, Bioinformatics, Genetics +15

Two optimal strategies for active learning of causal models from interventional data

Alain Hauser, Peter Bühlmann · International Journal of Approximate Reasoning · 2013 · 86 citations · Full text

Public Health, Biostatistics, Causal Inference +14

Jointly Interventional and Observational Data: Estimation of Interventional Markov Equivalence Classes of Directed Acyclic Graphs

Alain Hauser, Peter Bühlmann · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2014 · 71 citations · Full text

Public Health, Biostatistics, Causal Inference +16

Repeat or not repeat?—Statistical validation of tandem repeat prediction in genomic sequences

Elke Schaper, Andrey V. Kajava, Alain Hauser et al. · Nucleic Acids Research · 2012 · 64 citations · Full text

Life Sciences, Bioinformatics, Biology +13

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