{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T09:45:49Z","timestamp":1767260749206},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2015,7,15]],"date-time":"2015-07-15T00:00:00Z","timestamp":1436918400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comput Stat"],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1007\/s00180-015-0606-6","type":"journal-article","created":{"date-parts":[[2015,7,13]],"date-time":"2015-07-13T22:21:09Z","timestamp":1436826069000},"page":"1493-1512","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Context-specific independence in graphical log-linear models"],"prefix":"10.1007","volume":"31","author":[{"given":"Henrik","family":"Nyman","sequence":"first","affiliation":[]},{"given":"Johan","family":"Pensar","sequence":"additional","affiliation":[]},{"given":"Timo","family":"Koski","sequence":"additional","affiliation":[]},{"given":"Jukka","family":"Corander","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,7,15]]},"reference":[{"key":"606_CR1","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1111\/1467-9469.00344","volume":"30","author":"J Corander","year":"2003","unstructured":"Corander J (2003) Labelled graphical models. Scand J Stat 30:493\u2013508","journal-title":"Scand J Stat"},{"key":"606_CR2","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1007\/s11222-006-9391-y","volume":"16","author":"J Corander","year":"2006","unstructured":"Corander J, Gyllenberg M, Koski T (2006) Bayesian model learning based on a parallel MCMC strategy. Stat Comput 16:355\u2013362","journal-title":"Stat Comput"},{"key":"606_CR3","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1007\/s10618-008-0099-9","volume":"17","author":"J Corander","year":"2008","unstructured":"Corander J, Ekdahl M, Koski T (2008) Parallel interacting MCMC for learning of topologies of graphical models. Data Min Knowl Disc 17:431\u2013456","journal-title":"Data Min Knowl Disc"},{"issue":"1","key":"606_CR4","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1214\/aop\/1176996454","volume":"3","author":"I Csisz\u00e1r","year":"1975","unstructured":"Csisz\u00e1r I (1975) $$I$$ I -divergence geometry of probability distributions and minimization problems. Ann Probab 3(1):146\u2013158","journal-title":"Ann Probab"},{"issue":"6","key":"606_CR5","doi-asserted-by":"crossref","first-page":"1474","DOI":"10.1109\/TIT.2003.810633","volume":"49","author":"I Csisz\u00e1r","year":"2003","unstructured":"Csisz\u00e1r I, Mat\u00fas\u0306 F (2003) Information projections revisited. IEEE Trans Inf Theory 49(6):1474\u20131490","journal-title":"IEEE Trans Inf Theory"},{"issue":"2","key":"606_CR6","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1093\/biomet\/72.2.339","volume":"72","author":"D Edwards","year":"1985","unstructured":"Edwards D, Havr\u00e1nek T (1985) A fast procedure for model search in multidimensional contingency tables. Biometrika 72(2):339\u2013351","journal-title":"Biometrika"},{"key":"606_CR7","unstructured":"Eriksen PS (1999) Context specific interaction models. Technical report, Department of Mathematical Sciences, Aalborg University, Aalborg"},{"key":"606_CR8","unstructured":"Friedman N, Goldszmidt M (1996) Learning Bayesian networks with local structure. In: Proceedings of the twelfth annual conference on uncertainty in artificial intelligence, pp 252\u2013262"},{"key":"606_CR9","volume-title":"Algorithmic graph theory and perfect graphs","author":"MC Golumbic","year":"2004","unstructured":"Golumbic MC (2004) Algorithmic graph theory and perfect graphs, 2nd edn. Elsevier, Amsterdam","edition":"2"},{"key":"606_CR10","unstructured":"Helsingin Sanomat (2011) HS:n vaalikone 2011. http:\/\/www2.hs.fi\/extrat\/hsnext\/HS-vaalikone2011.xls . Visited 19 Aug 2014"},{"key":"606_CR11","doi-asserted-by":"crossref","first-page":"621","DOI":"10.1016\/S0167-9473(02)00119-6","volume":"42","author":"S H\u00f8jsgaard","year":"2003","unstructured":"H\u00f8jsgaard S (2003) Split models for contingency tables. Comput Stat Data Anal 42:621\u2013645","journal-title":"Comput Stat Data Anal"},{"key":"606_CR12","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1111\/j.1467-9469.2004.00378.x","volume":"31","author":"S H\u00f8jsgaard","year":"2004","unstructured":"H\u00f8jsgaard S (2004) Statistical inference in context specific interaction models for contingency tables. Scand J Stat 31:143\u2013158","journal-title":"Scand J Stat"},{"key":"606_CR13","volume-title":"Probabilistic graphical models: principles and techniques","author":"D Koller","year":"2009","unstructured":"Koller D, Friedman N (2009) Probabilistic graphical models: principles and techniques. MIT Press, London"},{"key":"606_CR14","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198522195.001.0001","volume-title":"Graphical models","author":"SL Lauritzen","year":"1996","unstructured":"Lauritzen SL (1996) Graphical models. Oxford University Press, Oxford"},{"issue":"4","key":"606_CR15","doi-asserted-by":"crossref","first-page":"883","DOI":"10.1214\/14-BA882","volume":"9","author":"H Nyman","year":"2014","unstructured":"Nyman H, Pensar J, Koski T, Corander J (2014) Stratified graphical models\u2014context-specific independence in graphical models. Bayesian Anal 9(4):883\u2013908","journal-title":"Bayesian Anal"},{"key":"606_CR16","doi-asserted-by":"publisher","unstructured":"Nyman H, Xiong J, Pensar J, Corander J (2015) Marginal and simultaneous predictive classification using stratified graphical models. Adv Data Anal Classif. doi: 10.1007\/s11634-015-0199-5","DOI":"10.1007\/s11634-015-0199-5"},{"issue":"2","key":"606_CR17","doi-asserted-by":"crossref","first-page":"503","DOI":"10.1007\/s10618-014-0355-0","volume":"29","author":"J Pensar","year":"2015","unstructured":"Pensar J, Nyman H, Koski T, Corander J (2015) Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Data Min Knowl Disc 29(2):503\u2013533","journal-title":"Data Min Knowl Disc"},{"key":"606_CR18","first-page":"529","volume":"13","author":"T Rudas","year":"1998","unstructured":"Rudas T (1998) A new algorithm for the maximum likelihood estimation of graphical log-linear models. Comput Stat 13:529\u2013537","journal-title":"Comput Stat"},{"key":"606_CR19","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1214\/aos\/1176344136","volume":"6","author":"G Schwarz","year":"1978","unstructured":"Schwarz G (1978) Estimating the dimension of a model. Ann Stat 6:461\u2013464","journal-title":"Ann Stat"},{"key":"606_CR20","volume-title":"Graphical models in applied multivariate statistics","author":"J Whittaker","year":"1990","unstructured":"Whittaker J (1990) Graphical models in applied multivariate statistics. Wiley, Chichester"}],"container-title":["Computational Statistics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-015-0606-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00180-015-0606-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-015-0606-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-015-0606-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,9]],"date-time":"2024-06-09T23:30:15Z","timestamp":1717975815000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00180-015-0606-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7,15]]},"references-count":20,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2016,12]]}},"alternative-id":["606"],"URL":"https:\/\/doi.org\/10.1007\/s00180-015-0606-6","relation":{},"ISSN":["0943-4062","1613-9658"],"issn-type":[{"value":"0943-4062","type":"print"},{"value":"1613-9658","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,7,15]]}}}