Peter Spirtes
Peter Spirtes
Professor of Philosophy, Carnegie Mellon University
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Causation, prediction, and search
P Spirtes, CN Glymour, R Scheines, D Heckerman
MIT press, 2000
76682000
Discovering causal structure: Artificial intelligence, philosophy of science, and statistical modeling
C Glymour, R Scheines, P Spirtes
Academic Press, 2014
6602014
An algorithm for fast recovery of sparse causal graphs
P Spirtes, C Glymour
Social science computer review 9 (1), 62-72, 1991
6211991
Ancestral graph Markov models
T Richardson, P Spirtes
The Annals of Statistics 30 (4), 962-1030, 2002
5142002
Learning Bayesian networks with discrete variables from data.
P Spirtes, C Meek
KDD 1, 294-299, 1995
2301995
The TETRAD project: Constraint based aids to causal model specification
R Scheines, P Spirtes, C Glymour, C Meek, T Richardson
Multivariate Behavioral Research 33 (1), 65-117, 1998
2111998
Directed cyclic graphical representations of feedback models
PL Spirtes
arXiv preprint arXiv:1302.4982, 2013
2082013
Causation, prediction, and search. Adaptive computation and machine learning
P Spirtes, C Glymour, R Scheines
MIT Press, Cambridge, 2000
2042000
An evaluation of machine-learning methods for predicting pneumonia mortality
GF Cooper, CF Aliferis, R Ambrosino, J Aronis, BG Buchanan, R Caruana, ...
Artificial intelligence in medicine 9 (2), 107-138, 1997
2031997
Adjacency-faithfulness and conservative causal inference
J Ramsey, J Zhang, PL Spirtes
arXiv preprint arXiv:1206.6843, 2012
1962012
Causal inference in the presence of latent variables and selection bias
PL Spirtes, C Meek, TS Richardson
arXiv preprint arXiv:1302.4983, 2013
1732013
Learning the structure of linear latent variable models
R Silva, R Scheine, C Glymour, P Spirtes
Journal of Machine Learning Research 7 (Feb), 191-246, 2006
1672006
Introduction to causal inference.
P Spirtes
Journal of Machine Learning Research 11 (5), 2010
1572010
Causality from probability
P Spirtes, C Glymour, R Scheines
Carnegie Mellon University, 1989
1561989
Using path diagrams as a structural equation modeling tool
P Spirtes, T Richardson, C Meek, R Scheines, C Glymour
Sociological Methods & Research 27 (2), 182-225, 1998
1511998
Discovering cyclic causal models by independent components analysis
G Lacerda, PL Spirtes, J Ramsey, PO Hoyer
arXiv preprint arXiv:1206.3273, 2012
1412012
Uniform consistency in causal inference
JM Robins, R Scheines, P Spirtes, L Wasserman
Biometrika 90 (3), 491-515, 2003
1412003
TETRAD 3: Tools for Causal Modeling–User’s Manual
R Scheines, P Spirtes, C Glymour, C Meek, T Richardson
CMU Philosophy, 1996
1321996
Causal discovery and inference: concepts and recent methodological advances
P Spirtes, K Zhang
Applied informatics 3 (1), 3, 2016
1192016
Detection of unfaithfulness and robust causal inference
J Zhang, P Spirtes
Minds and Machines 18 (2), 239-271, 2008
1062008
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