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Peter Spirtes
Peter Spirtes
Professor of Philosophy, Carnegie Mellon University
Bestätigte E-Mail-Adresse bei andrew.cmu.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Causation, prediction, and search
P Spirtes, CN Glymour, R Scheines
MIT press, 2000
110732000
An algorithm for fast recovery of sparse causal graphs
P Spirtes, C Glymour
Social science computer review 9 (1), 62-72, 1991
11201991
Review of causal discovery methods based on graphical models
C Glymour, K Zhang, P Spirtes
Frontiers in genetics 10, 524, 2019
8112019
Ancestral graph Markov models
T Richardson, P Spirtes
The Annals of Statistics 30 (4), 962-1030, 2002
7342002
Discovering causal structure: Artificial intelligence, philosophy of science, and statistical modeling
C Glymour, R Scheines, P Spirtes
Academic Press, 2014
6682014
Inferring causation from time series in Earth system sciences
J Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ...
Nature communications 10 (1), 2553, 2019
6532019
Causal inference in the presence of latent variables and selection bias
PL Spirtes, C Meek, TS Richardson
arXiv preprint arXiv:1302.4983, 2013
4872013
Causal discovery and inference: concepts and recent methodological advances
P Spirtes, K Zhang
Applied informatics 3, 1-28, 2016
3652016
Introduction to causal inference.
P Spirtes
Journal of Machine Learning Research 11 (5), 2010
3162010
Adjacency-faithfulness and conservative causal inference
J Ramsey, J Zhang, PL Spirtes
arXiv preprint arXiv:1206.6843, 2012
3102012
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
2961998
Directed cyclic graphical representations of feedback models
PL Spirtes
arXiv preprint arXiv:1302.4982, 2013
2932013
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
2931997
Learning the Structure of Linear Latent Variable Models.
R Silva, R Scheines, C Glymour, P Spirtes, DM Chickering
Journal of Machine Learning Research 7 (2), 2006
2732006
Learning Bayesian networks with discrete variables from data.
P Spirtes, C Meek
KDD 1, 294-299, 1995
2551995
Discovering cyclic causal models by independent components analysis
G Lacerda, PL Spirtes, J Ramsey, PO Hoyer
arXiv preprint arXiv:1206.3273, 2012
2032012
TETRAD: discovering causal Structure
C Glymour, R Scheines, P Spirtes, K Kelly
Multivariate Behavioral Research 23 (2), 279-280, 1988
1961988
A hybrid causal search algorithm for latent variable models
JM Ogarrio, P Spirtes, J Ramsey
Conference on probabilistic graphical models, 368-379, 2016
1922016
Uniform consistency in causal inference
JM Robins, R Scheines, P Spirtes, L Wasserman
Biometrika 90 (3), 491-515, 2003
1832003
Causality from probability
P Spirtes, C Glymour, R Scheines
Carnegie Mellon University, 1989
1791989
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