{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T22:50:36Z","timestamp":1725490236543},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540748243"},{"type":"electronic","value":"9783540748250"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-74825-0_21","type":"book-chapter","created":{"date-parts":[[2007,8,21]],"date-time":"2007-08-21T05:42:26Z","timestamp":1187674946000},"page":"229-239","source":"Crossref","is-referenced-by-count":7,"title":["A Partial Correlation-Based Algorithm for Causal Structure Discovery with Continuous Variables"],"prefix":"10.1007","author":[{"given":"Jean-Philippe","family":"Pellet","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andr\u00e9","family":"Elisseeff","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"21_CR1","volume-title":"Proc. of the Second Int. Conf. on Principles of Knowledge Representation and Reasoning","author":"J. Pearl","year":"1991","unstructured":"Pearl, J., Verma, T.: A theory of inferred causation. In: Proc. of the Second Int. Conf. on Principles of Knowledge Representation and Reasoning, Morgan Kaufmann, San Francisco (1991)"},{"key":"21_CR2","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-2748-9","volume-title":"Causation, Prediction, and Search","author":"P. Spirtes","year":"1993","unstructured":"Spirtes, P., Glymour, C., Scheines, R.: Causation, Prediction, and Search, vol.\u00a081. Springer, Berlin (1993)"},{"doi-asserted-by":"crossref","unstructured":"Baba, K., Shibata, R., Sibuya, M.: Partial correlation and conditional correlation as measures of conditional independence. Australian & New Zealand Journal of Statistics\u00a046(4) (2004)","key":"21_CR3","DOI":"10.1111\/j.1467-842X.2004.00360.x"},{"key":"21_CR4","first-page":"195","volume-title":"Proc. of the 15th Conf. of the Canadian Society for Computational Studies of Intelligence","author":"S.K.M. Wong","year":"2002","unstructured":"Wong, S.K.M., Wu, D., Lin, T.: A structural characterization of dag-isomorphic dependency models. In: Proc. of the 15th Conf. of the Canadian Society for Computational Studies of Intelligence, pp. 195\u2013209. Morgan Kaufmann, San Francisco (2002)"},{"doi-asserted-by":"crossref","unstructured":"Alwin, D.F., Hauser, R.M.: The decomposition of effects in path analysis. American Sociological Review \u00a040(1) (1975)","key":"21_CR5","DOI":"10.2307\/2094445"},{"unstructured":"Scheines, R., Spirtes, P., Glymour, C., Meek, C., Richardson, T.: The tetrad project: Constraint based aids to causal model specification. Technical report, Carnegie Mellon University, Dpt. of Philosophy (1995)","key":"21_CR6"},{"doi-asserted-by":"crossref","unstructured":"Sch\u00e4fer, J., Strimmer, K.: Learning large-scale graphical gaussian models from genomic data. In: AIP Conference Proceedings, vol. 776, pp. 263\u2013276 (2005)","key":"21_CR7","DOI":"10.1063\/1.1985393"},{"key":"21_CR8","volume-title":"Proc. of the 9th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining","author":"I. Tsamardinos","year":"2003","unstructured":"Tsamardinos, I., Aliferis, C.F., Statnikov, A.: Time and sample efficient discovery of markov blankets and direct causal relations. In: Proc. of the 9th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, ACM Press, New York (2003)"},{"unstructured":"Aliferis, C.F., Tsamardinos, I., Statnikov, A.: Hiton, a novel markov blanket algorithm for optimal variable selection. In: Proceedings of the 2003 American Medical Informatics Association (AMIA) Annual Symposium, pp. 21\u201325 (2003)","key":"21_CR9"},{"unstructured":"Margaritis, D.: Distribution-free learning of bayesian network structure in continuous domains. In: Proc. of the 20th National Conf. on AI (2005)","key":"21_CR10"},{"doi-asserted-by":"crossref","unstructured":"Geiger, D., Heckerman, D.: Learning gaussian networks. Technical Report MSR-TR-94-10, Microsoft Research (1994)","key":"21_CR11","DOI":"10.1016\/B978-1-55860-332-5.50035-3"},{"unstructured":"B\u00f8ttcher, S.: Learning bayesian networks with mixed variables. In: Proceedings of the Eighth International Workshop in Artificial Intelligence and Statistics (2001)","key":"21_CR12"},{"unstructured":"Talih, M.: Markov Random Fields on Time-Varying Graphs, with an Application to Portfolio Selection. PhD thesis, Hunter College (2003)","key":"21_CR13"},{"key":"21_CR14","volume-title":"Introduction to the Theory and Practice of Econometrics","author":"G.G. Judge","year":"1988","unstructured":"Judge, G.G., Hill, R.C., Griffiths, W.E., L\u00fctkepohl, H., Lee, T.C.: Introduction to the Theory and Practice of Econometrics, 2nd edn. Wiley, Chichester (1988)","edition":"2"},{"doi-asserted-by":"crossref","unstructured":"Friedman, N., Linial, M., Nachman, I., Pe\u2019er, D.: Using bayesian networks to analyze expression data. In: RECOMB, pp. 127\u2013135 (2000)","key":"21_CR15","DOI":"10.1145\/332306.332355"},{"doi-asserted-by":"crossref","unstructured":"Tsamardinos, I., Brown, L.E., Aliferis, C.F.: The max-min hill-climbing bayesian network structure learning algorithm. Machine Learning (2006)","key":"21_CR16","DOI":"10.1007\/s10994-006-6889-7"},{"unstructured":"Leray, P., Fran\u00e7ois, O.: Bnt structure learning package (2004)","key":"21_CR17"}],"container-title":["Lecture Notes in Computer Science","Advances in Intelligent Data Analysis VII"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-74825-0_21.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T06:41:08Z","timestamp":1619505668000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-74825-0_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540748243","9783540748250"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-74825-0_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[]}}