Peter Spirtes
Affiliations: | University of Pittsburgh, Pittsburgh, PA, United States |
Area:
Philosophy of Science, StatisticsGoogle:
"Peter Spirtes"Children
Sign in to add trainee| Thomas S. Richardson | grad student | 1996 | Carnegie Mellon |
| Jonathan M. Livengood | grad student | 2011 | University of Pittsburgh |
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Publications
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| Glymour C, Zhang K, Spirtes P. (2019) Review of Causal Discovery Methods Based on Graphical Models. Frontiers in Genetics. 10: 524 |
| Runge J, Bathiany S, Bollt E, et al. (2019) Inferring causation from time series in Earth system sciences. Nature Communications. 10: 2553 |
| Sedgewick AJ, Buschur K, Shi I, et al. (2018) Mixed Graphical Models for Integrative Causal Analysis with Application to Chronic Lung Disease Diagnosis and Prognosis. Bioinformatics (Oxford, England) |
| Zhang K, Schölkopf B, Spirtes P, et al. (2018) Learning causality and causality-related learning: some recent progress. National Science Review. 5: 26-29 |
| Jabbari F, Ramsey J, Spirtes P, et al. (2017) Discovery of Causal Models that Contain Latent Variables through Bayesian Scoring of Independence Constraints. Machine Learning and Knowledge Discovery in Databases : European Conference, Ecml Pkdd ... : Proceedings. Ecml Pkdd (Conference). 2017: 142-157 |
| Yang R, Spirtes P, Scheines R, et al. (2017) Finding Pure Sub-Models for Improved Differentiation of Bi-Factor and Second-Order Models. Structural Equation Modeling : a Multidisciplinary Journal. 24: 402-413 |
| Malinsky D, Spirtes P. (2017) Estimating bounds on causal effects in high-dimensional and possibly confounded systems. International Journal of Approximate Reasoning : Official Publication of the North American Fuzzy Information Processing Society. 88: 371-384 |
| Spirtes P, Zhang K. (2016) Causal discovery and inference: concepts and recent methodological advances. Applied Informatics. 3: 3 |
| Zhang J, Spirtes P. (2015) The three faces of faithfulness Synthese. 193: 1011-1027 |
| Spirtes P, Zhang J. (2014) A Uniformly Consistent Estimator of Causal Effects under the $k$-Triangle-Faithfulness Assumption Statistical Science. 29: 662-678 |