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 |
0.668 |
|
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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