Causal inference by using invariant prediction: identification and confidence intervals
Author:
Affiliation:
1. Max Planck Institute for Intelligent Systems; Tübingen Germany
2. Eidgenössiche Technische Hochschule Zürich; Switzerland
Funder
Seventh Framework Programme
Research Executive Agency
Publisher
Wiley
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/rssb.12167/fullpdf
Reference160 articles.
1. Autonomy;Aldrich;Oxf. Econ. Pap.,1989
2. A characterization of Markov equivalence classes for acyclic digraphs;Andersson;Ann. Statist.,1997
3. Identification of causal effects using instrumental variables;Angrist;J. Am. Statist. Ass.,1996
4. Square-root lasso: pivotal recovery of sparse signals via conic programming;Belloni;Biometrika,2011
5. Structural Equations with Latent Variables
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