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Peter Spirtes - Publications

Affiliations: 
University of Pittsburgh, Pittsburgh, PA, United States 
Area:
Philosophy of Science, Statistics
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Year Citation  Score
2019 Glymour C, Zhang K, Spirtes P. Review of Causal Discovery Methods Based on Graphical Models. Frontiers in Genetics. 10: 524. PMID 31214249 DOI: 10.3389/Fgene.2019.00524  0.717
2019 Runge J, Bathiany S, Bollt E, Camps-Valls G, Coumou D, Deyle E, Glymour C, Kretschmer M, Mahecha MD, Muñoz-Marí J, van Nes EH, Peters J, Quax R, Reichstein M, Scheffer M, ... ... Spirtes P, et al. Inferring causation from time series in Earth system sciences. Nature Communications. 10: 2553. PMID 31201306 DOI: 10.1038/S41467-019-10105-3  0.685
2018 Sedgewick AJ, Buschur K, Shi I, Ramsey JD, Raghu VK, Manatakis DV, Zhang Y, Bon J, Chandra D, Karoleski C, Sciurba FC, Spirtes P, Glymour C, Benos PV. Mixed Graphical Models for Integrative Causal Analysis with Application to Chronic Lung Disease Diagnosis and Prognosis. Bioinformatics (Oxford, England). PMID 30192904 DOI: 10.1093/Bioinformatics/Bty769  0.781
2018 Zhang K, Schölkopf B, Spirtes P, Glymour C. Learning causality and causality-related learning: some recent progress. National Science Review. 5: 26-29. PMID 30034911 DOI: 10.1093/Nsr/Nwx137  0.651
2017 Jabbari F, Ramsey J, Spirtes P, Cooper G. 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. PMID 29520396 DOI: 10.1007/978-3-319-71246-8_9  0.739
2017 Yang R, Spirtes P, Scheines R, Reise SP, Mansoff M. Finding Pure Sub-Models for Improved Differentiation of Bi-Factor and Second-Order Models. Structural Equation Modeling : a Multidisciplinary Journal. 24: 402-413. PMID 29230085 DOI: 10.1080/10705511.2016.1261351  0.679
2017 Malinsky D, Spirtes P. 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. PMID 29203954 DOI: 10.1016/J.Ijar.2017.06.005  0.414
2016 Spirtes P, Zhang K. Causal discovery and inference: concepts and recent methodological advances. Applied Informatics. 3: 3. PMID 27195202 DOI: 10.1186/S40535-016-0018-X  0.441
2015 Zhang J, Spirtes P. The three faces of faithfulness Synthese. 193: 1011-1027. DOI: 10.1007/S11229-015-0673-9  0.38
2014 Spirtes P, Zhang J. A Uniformly Consistent Estimator of Causal Effects under the $k$-Triangle-Faithfulness Assumption Statistical Science. 29: 662-678. DOI: 10.1214/13-Sts429  0.351
2014 Kummerfeld E, Ramsey J, Yang R, Spirtes P, Scheines R. Causal clustering for 2-factor measurement models Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8725: 34-49. DOI: 10.1007/978-3-662-44851-9_3  0.753
2011 Ramsey JD, Spirtes P, Glymour C. On meta-analyses of imaging data and the mixture of records. Neuroimage. 57: 323-30. PMID 20709178 DOI: 10.1016/J.Neuroimage.2010.07.065  0.768
2010 Zhang J, Spirtes P. Intervention, determinism, and the causal minimality condition Synthese. 182: 335-347. DOI: 10.1007/S11229-010-9751-1  0.348
2010 Glymour C, Danks D, Glymour B, Eberhardt F, Ramsey J, Scheines R, Spirtes P, Teng CM, Zhang J. Actual causation: A stone soup essay Synthese. 175: 169-192. DOI: 10.1007/S11229-009-9497-9  0.737
2009 Ali A, Richardson TS, Spirtes P. Markov equivalence for ancestral graphs Annals of Statistics. 37: 2808-2837. DOI: 10.1214/08-Aos626  0.667
2008 Bai X, Padman R, Ramsey J, Spirtes P. Tabu Search-Enhanced Graphical Models for Classification in High Dimensions Informs Journal On Computing. 20: 423-437. DOI: 10.1287/Ijoc.1070.0255  0.719
2005 Cooper GF, Abraham V, Aliferis CF, Aronis JM, Buchanan BG, Caruana R, Fine MJ, Janosky JE, Livingston G, Mitchell T, Monti S, Spirtes P. Predicting dire outcomes of patients with community acquired pneumonia. Journal of Biomedical Informatics. 38: 347-66. PMID 16198995 DOI: 10.1016/J.Jbi.2005.02.005  0.301
2005 Spirtes P. Graphical models, causal inference, and econometric models Journal of Economic Methodology. 12: 3-34. DOI: 10.1080/1350178042000330887  0.374
2004 Handley D, Serban N, Peters D, O'Doherty R, Field M, Wasserman L, Spirtes P, Scheines R, Glymour C. Evidence of systematic expressed sequence tag IMAGE clone cross-hybridization on cDNA microarrays. Genomics. 83: 1169-75. PMID 15177570 DOI: 10.1016/J.Ygeno.2003.12.010  0.743
2004 Spirtes P, Scheines R. Causal inference of ambiguous manipulations Philosophy of Science. 71: 833-845. DOI: 10.1086/425058  0.673
2003 Chu T, Glymour C, Scheines R, Spirtes P. A statistical problem for inference to regulatory structure from associations of gene expression measurements with microarrays. Bioinformatics (Oxford, England). 19: 1147-52. PMID 12801876 DOI: 10.1093/Bioinformatics/Btg011  0.761
2003 Robins JM, Scheines R, Spirtes P, Wasserman L. Uniform consistency in causal inference Biometrika. 90: 491-515. DOI: 10.1093/Biomet/90.3.491  0.672
2002 Richardson T, Spirtes P. Ancestral graph Markov models The Annals of Statistics. 30: 962-1030. DOI: 10.1214/Aos/1031689015  0.684
2002 Ramsey J, Gazis P, Roush T, Spirtes P, Glymour C. Automated remote sensing with near infrared reflectance spectra: Carbonate recognition Data Mining and Knowledge Discovery. 6: 277-293. DOI: 10.1023/A:1015421711749  0.749
1998 Schienes R, Spirtes P, Glymour C, Meek C, Richardson T. Reply to Comments. Multivariate Behavioral Research. 33: 165-180. PMID 26771759 DOI: 10.1207/S15327906Mbr3301_8  0.789
1998 Scheines R, Spirtes P, Glymour C, Meek C, Richardson T. The TETRAD Project: Constraint Based Aids to Causal Model Specification. Multivariate Behavioral Research. 33: 65-117. PMID 26771754 DOI: 10.1207/S15327906Mbr3301_3  0.786
1998 SPIRTES P, RICHARDSON T, MEEK C, SCHEINES R, GLYMOUR C. Using Path Diagrams as a Structural Equation Modeling Tool Sociological Methods & Research. 27: 182-225. DOI: 10.1177/0049124198027002003  0.766
1998 Spirtes P, Richardson T, Meek C, Scheines R, Glymour C. Using path diagrams as a structural equation modeling tool Sociological Methods and Research. 27: 182-225. DOI: 10.1177/0049124198027002003  0.789
1997 Cooper GF, Aliferis CF, Ambrosino R, Aronis J, Buchanan BG, Caruana R, Fine MJ, Glymour C, Gordon G, Hanusa BH, Janosky JE, Meek C, Mitchell T, Richardson T, Spirtes P. An evaluation of machine-learning methods for predicting pneumonia mortality. Artificial Intelligence in Medicine. 9: 107-38. PMID 9040894 DOI: 10.1016/S0933-3657(96)00367-3  0.764
1997 Spirtes P. Discussion. Reply to Humphreys and Freedman's review of causation, prediction, and search The British Journal For the Philosophy of Science. 48: 555-568. DOI: 10.1093/Bjps/48.4.555  0.364
1996 SHAFER G, KOGAN A, SPIRTES P. VANISHING TETRAD DIFFERENCES AND MODEL STRUCTURE International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 4: 209-224. DOI: 10.1142/S0218488596000123  0.386
1995 Fienberg SE, Glymour C, Spirtes P. Discussion of Causal Diagrams for Empirical Research by J. Pearl Biometrika. 82: 690. DOI: 10.2307/2337332  0.672
1995 Fienberg SE, Glymour C, Spirtes P. Causal diagrams for empirical research: Discussion of 'causal diagrams for empirical research' by J. Pearl Biometrika. 82: 690-692. DOI: 10.1093/Biomet/82.4.690  0.669
1995 Spirtes P. Building causal graphs from statistical data in the presence of latent variables Studies in Logic and the Foundations of Mathematics. 134: 813-829. DOI: 10.1016/S0049-237X(06)80075-3  0.366
1993 Glymour C, Spirtes P. [Bayesian Analysis in Expert Systems]: Comment: Conditional Independence and Causal Inference Statistical Science. 8: 250-257. DOI: 10.1214/Ss/1177010890  0.676
1992 Scheines R, Spirtes P. Finding latent variable models in large databases International Journal of Intelligent Systems. 7: 609-621. DOI: 10.1002/Int.4550070704  0.707
1991 Spirtes P, Glymour C. An Algorithm for Fast Recovery of Sparse Causal Graphs Social Science Computer Review. 9: 62-72. DOI: 10.1177/089443939100900106  0.682
1991 Glymour C, Spirtes P, Scheines R. Causal inference Erkenntnis. 35: 151-189. DOI: 10.1007/BF00388284  0.771
1991 Spirtes P, Glymour C, Scheines R. From probability to causality Philosophical Studies. 64: 1-36. DOI: 10.1007/Bf00356088  0.762
1990 Glymour C, Spirtes P, Scheines R. Independence Relations Produced by Parameter Values in Causal Models Philosophical Topics. 18: 55-70. DOI: 10.5840/Philtopics19901823  0.769
1990 Spirtes P, Scheines R, Glymour C. Reply to Comments Sociological Methods &Amp; Research. 19: 107-121. DOI: 10.1177/0049124190019001005  0.738
1990 Spirtes P, Scheines R, Glymour C. Simulation Studies of the Reliability of Computer–Aided Model Specification Using the TETRAD II, EQS, and LISREL Programs Sociological Methods &Amp; Research. 19: 3-66. DOI: 10.1177/0049124190019001001  0.782
1990 Spirtes P, Scheines R, Glymour C. The Tetrad Project Multivariate Behavioral Research. 33: 183-207. DOI: 10.1007/978-94-009-2476-5_13  0.755
1989 Pearce SC, Glymour C, Scheines R, Spirtes P, Kelly K. Discovering Causal Structure. Biometrics. 45: 340. DOI: 10.2307/2532061  0.768
1989 Henry NW, Glymour C, Scheines R, Spirtes P, Kelly K. Discovering Causal Structure: Artificial Intelligence, Philosophy of Science, and Statistical Modeling Journal of Educational Statistics. 14: 205. DOI: 10.2307/1164612  0.701
1989 Glymour C, Scheines R, Spirtes P, Kelly K. Discovering Causal Structure: Artificial Intelligence, Philosophy of Science, and Statistical Modeling Social Science Computer Review. 7: 258. DOI: 10.1177/089443938900700231  0.779
1988 Glymour C, Scheines R, Spirtes P. Exploring Causal Structure with the TETRAD Program Sociological Methodology. 18: 411. DOI: 10.2307/271054  0.79
1988 Glymour C, Scheines R, Spirtes P, Kelly K. TETRAD: Discovering Causal Structure Multivariate Behavioral Research. 23: 279-280. DOI: 10.1207/S15327906Mbr2302_13  0.768
1988 Glymour C, Spirtes P. Latent variables, causal models and overidentifying constraints Journal of Econometrics. 39: 175-198. DOI: 10.1016/0304-4076(88)90044-9  0.717
1982 Spirtes P, Glymour C. Space-Time and Synonymy Philosophy of Science. 49: 463-477. DOI: 10.1086/289071  0.666
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