{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T22:24:01Z","timestamp":1779229441182,"version":"3.51.4"},"reference-count":59,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2015,2,28]],"date-time":"2015-02-28T00:00:00Z","timestamp":1425081600000},"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":["Stat Comput"],"published-print":{"date-parts":[[2016,5]]},"DOI":"10.1007\/s11222-015-9545-x","type":"journal-article","created":{"date-parts":[[2015,2,27]],"date-time":"2015-02-27T13:02:15Z","timestamp":1425042135000},"page":"573-589","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":81,"title":["Finite mixtures of canonical fundamental skew $$t$$ t -distributions"],"prefix":"10.1007","volume":"26","author":[{"given":"Sharon X.","family":"Lee","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Geoffrey J.","family":"McLachlan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,2,28]]},"reference":[{"key":"9545_CR1","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1093\/jjfinec\/nbj006","volume":"4","author":"K Aas","year":"2005","unstructured":"Aas, K., Haff, I.H.: The generalized hyperbolic skew student\u2019s $$t$$ t -distribution. J. Financ. Econom. 4, 275\u2013309 (2005)","journal-title":"J. Financ. Econom."},{"key":"9545_CR2","doi-asserted-by":"crossref","unstructured":"Aghaeepour, N., Finak, G., The FLOWCAP Consortium, The DREAM Consortium, Hoos, H., Mosmann, T., Gottardo, R., Brinkman, R.R., Scheuermann, R.H.: Critical assessment of automated flow cytometry analysis techniques. Nat. Methods 10, 228\u2013238 (2013)","DOI":"10.1038\/nmeth.2365"},{"key":"9545_CR3","first-page":"2","volume":"59","author":"E Anderson","year":"1935","unstructured":"Anderson, E.: The irises of the gasp\u00e9 peninsula. Bull. Am. Iris Soc. 59, 2\u20135 (1935)","journal-title":"Bull. Am. Iris Soc."},{"key":"9545_CR4","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1111\/j.1467-9469.2006.00503.x","volume":"33","author":"RB Arellano-Valle","year":"2006","unstructured":"Arellano-Valle, R.B., Azzalini, A.: On the unification of families of skew-normal distributions. Scand. J. Stat. 33, 561\u2013574 (2006)","journal-title":"Scand. J. Stat."},{"key":"9545_CR5","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.jmva.2004.10.002","volume":"96","author":"RB Arellano-Valle","year":"2005","unstructured":"Arellano-Valle, R.B., Genton, M.G.: On fundamental skew distribtuions. J. Multivar. Anal. 96, 93\u2013116 (2005)","journal-title":"J. Multivar. Anal."},{"key":"9545_CR6","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1002\/cjs.5550340403","volume":"34","author":"RB Arellano-Valle","year":"2006","unstructured":"Arellano-Valle, R.B., Branco, M.D., Genton, M.G.: A unified view on skewed distributions arising from selections. Can. J. Stat. 34, 581\u2013601 (2006)","journal-title":"Can. J. Stat."},{"key":"9545_CR7","first-page":"1","volume":"19","author":"T Asparouhov","year":"2014","unstructured":"Asparouhov, T., Muth\u00e9n, B.: Structural equation models and mixture models with continuous non-normal skewed distributions. Mplus Web Notes 19, 1\u201349 (2014)","journal-title":"Mplus Web Notes"},{"key":"9545_CR8","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1111\/j.1467-9469.2005.00426.x","volume":"32","author":"A Azzalini","year":"2005","unstructured":"Azzalini, A.: The skew-normal distribution and related multivariate families. Scand. J. Stat. 32, 159\u2013188 (2005)","journal-title":"Scand. J. Stat."},{"key":"9545_CR9","volume-title":"The Skew-Normal and Related Families","author":"A Azzalini","year":"2014","unstructured":"Azzalini, A.: The Skew-Normal and Related Families. Institute of Mathematical Statistics Monographs, Cambridge University Press, Cambridge (2014)"},{"key":"9545_CR10","doi-asserted-by":"crossref","first-page":"803","DOI":"10.2307\/2532201","volume":"49","author":"JD Banfield","year":"1993","unstructured":"Banfield, J.D., Raftery, A.E.: Model-based gaussian and non-gaussian clustering. Biometrics 49, 803\u2013821 (1993)","journal-title":"Biometrics"},{"key":"9545_CR11","doi-asserted-by":"crossref","first-page":"1819","DOI":"10.1016\/j.spl.2013.04.016","volume":"83","author":"M Bernardi","year":"2013","unstructured":"Bernardi, M.: Risk measures for skew normal mixtures. Stat. Probab. Lett. 83, 1819\u20131824 (2013)","journal-title":"Stat. Probab. Lett."},{"key":"9545_CR12","volume-title":"Computer-Assisted Analysis of Mixtures and Applications: Meta-Analysis, Disease Mapping and Others","author":"D B\u00f6hning","year":"1999","unstructured":"B\u00f6hning, D.: Computer-Assisted Analysis of Mixtures and Applications: Meta-Analysis, Disease Mapping and Others. Chapman and Hall, London (1999)"},{"key":"9545_CR13","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1007\/BF01720593","volume":"46","author":"D B\u00f6hning","year":"1994","unstructured":"B\u00f6hning, D., Dietz, E., Schaub, R., Schlattmann, P., Lindsay, B.: The distribution of the likelihood ratio for mixtures of densities from the one-parameter exponential family. Ann. Inst. Stat. Math. 46, 373\u2013388 (1994)","journal-title":"Ann. Inst. Stat. Math."},{"key":"9545_CR14","unstructured":"Browne, R.P., McNicholas, P.D.: A mixture of generalized hyperbolic distributions. arXiv:1305.1036 [statME] (2013)"},{"key":"9545_CR15","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1016\/j.csda.2011.06.026","volume":"56","author":"CS Cabral","year":"2012","unstructured":"Cabral, C.S., Lachos, V.H., Prates, M.O.: Multivariate mixture modeling using skew-normal independent distributions. Comput. Stat. Data Anal. 56, 126\u2013142 (2012)","journal-title":"Comput. Stat. Data Anal."},{"key":"9545_CR16","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.fishres.2013.05.002","volume":"147","author":"JE Contreras-Reyes","year":"2013","unstructured":"Contreras-Reyes, J.E., Arellano-Valle, R.B.: Growth estimates of cardinalfish (Epigonus crassicaudus) based on scale mixtures of skew-normal distributions. Fish. Res. 147, 137\u2013144 (2013)","journal-title":"Fish. Res."},{"key":"9545_CR17","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316863","volume-title":"An Introduction to Regression Graphics","author":"RD Cook","year":"1994","unstructured":"Cook, R.D., Weisberg, S.: An Introduction to Regression Graphics. Wiley, New York (1994)"},{"key":"9545_CR18","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-009-5897-5","volume-title":"Finite Mixture Distributions","author":"BS Everitt","year":"1981","unstructured":"Everitt, B.S., Hand, D.J.: Finite Mixture Distributions. Chapman and Hall, London (1981)"},{"key":"9545_CR19","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1111\/j.1469-1809.1936.tb02137.x","volume":"7","author":"RA Fisher","year":"1936","unstructured":"Fisher, R.A.: The use of multiple measurements in taxonomic problems. Ann. Eugen. 7, 179\u2013188 (1936)","journal-title":"Ann. Eugen."},{"key":"9545_CR20","doi-asserted-by":"crossref","unstructured":"Forbes, F., Wraith, D.: A new family of multivariate heavy-tailed distributions with variable marginal amounts of tailweight: application to robust clustering. Stat. Comput. (2013). doi: 10.1007\/s11222-013-9414-4","DOI":"10.1007\/s11222-013-9414-4"},{"key":"9545_CR21","doi-asserted-by":"crossref","first-page":"578","DOI":"10.1093\/comjnl\/41.8.578","volume":"41","author":"C Fraley","year":"1999","unstructured":"Fraley, C., Raftery, A.E.: How many clusters? which clustering methods? answers via model-based cluster analysis. Comput. J. 41, 578\u2013588 (1999)","journal-title":"Comput. J."},{"key":"9545_CR22","doi-asserted-by":"crossref","unstructured":"Franczak, B.C., Browne, R.P., McNicholas, P.D.: Mixtures of shifted asymmetric laplace distributions. IEEE Trans. Pattern Anal. Mach. Intell. (2013). doi: 10.1109\/TPAMI.2013.216","DOI":"10.1109\/TPAMI.2013.216"},{"key":"9545_CR23","volume-title":"Finite Mixture and Markov Switching Models","author":"S Fr\u00fchwirth-Schnatter","year":"2006","unstructured":"Fr\u00fchwirth-Schnatter, S.: Finite Mixture and Markov Switching Models. Springer, New York (2006)"},{"key":"9545_CR24","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1093\/biostatistics\/kxp062","volume":"11","author":"S Fr\u00fchwirth-Schnatter","year":"2010","unstructured":"Fr\u00fchwirth-Schnatter, S., Pyne, S.: Bayesian inference for finite mixtures of univariate and multivariate skew-normal and skew- $$t$$ t distributions. Biostatistics 11, 317\u2013336 (2010)","journal-title":"Biostatistics"},{"key":"9545_CR25","doi-asserted-by":"crossref","DOI":"10.1201\/9780203492000","volume-title":"Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality","author":"MGe Genton","year":"2004","unstructured":"Genton, MGe: Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality. Chapman and Hall, London (2004)"},{"issue":"Suppl 5","key":"9545_CR26","doi-asserted-by":"crossref","first-page":"S5","DOI":"10.1186\/1471-2105-13-S5-S5","volume":"13","author":"HJ Ho","year":"2012","unstructured":"Ho, H.J., Lin, T.I., Chang, H.H., Haase, H.B., Huang, S., Pyne, S.: Parametric modeling of cellular state transitions as measured with flow cytometry different tissues. BMC Bioinform. 13(Suppl 5), S5 (2012a)","journal-title":"BMC Bioinform."},{"key":"9545_CR27","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1016\/j.jspi.2011.06.006","volume":"142","author":"HJ Ho","year":"2012","unstructured":"Ho, H.J., Lin, T.I., Chen, H.Y., Wang, W.L.: Some results on the truncated multivariate $$t$$ t distribution. J. Stat. Plan. Inference 142, 25\u201340 (2012b)","journal-title":"J. Stat. Plan. Inference"},{"key":"9545_CR28","doi-asserted-by":"crossref","first-page":"19,030","DOI":"10.1073\/pnas.1318322110","volume":"110","author":"X Hu","year":"2013","unstructured":"Hu, X., Kim, H., Brennan, P.J., Han, B., Baecher-Allan, C.M., De Jager, P.L., Brenner, M.B., Raychaudhuri, S.: Application of user-guided automated cytometric data analysis to large-scale immunoprofiling of invariant natural killer t cells. Proc. Natl. Acad. Sci. USA 110, 19,030\u201319,035 (2013). doi: 10.1073\/pnas.1318322110","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"9545_CR29","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1007\/BF01908075","volume":"2","author":"L Hubert","year":"1985","unstructured":"Hubert, L., Arabie, P.: Comparing partitions. J. Classif. 2, 193\u2013218 (1985)","journal-title":"J. Classif."},{"key":"9545_CR30","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1007\/s11222-008-9072-0","volume":"19","author":"D Karlis","year":"2009","unstructured":"Karlis, D., Santourian, A.: Model-based clustering with non-elliptically contoured distributions. Stat. Comput. 19, 73\u201383 (2009)","journal-title":"Stat. Comput."},{"key":"9545_CR31","unstructured":"Lee, S., McLachlan, G.J.: On the fitting of mixtures of multivariate skew $$t$$ t -distributions via the EM algorithm. arXiv:1109.4706 [statME] (2011)"},{"key":"9545_CR32","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1007\/s11222-012-9362-4","volume":"24","author":"S Lee","year":"2014","unstructured":"Lee, S., McLachlan, G.J.: Finite mixtures of multivariate skew $$t$$ t -distributions: some recent and new results. Stat. Comput. 24, 181\u2013202 (2014a)","journal-title":"Stat. Comput."},{"key":"9545_CR33","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1007\/s10260-013-0237-4","volume":"22","author":"SX Lee","year":"2013","unstructured":"Lee, S.X., McLachlan, G.J.: Model-based clustering and classification with non-normal mixture distributions. Stat. Methods Appl. 22, 427\u2013454 (2013a)","journal-title":"Stat. Methods Appl."},{"key":"9545_CR34","unstructured":"Lee, S.X., McLachlan, G.J.: Modelling asset return using multivariate asymmetric mixture models with applications to estimation of value-at-risk. In: Piantadosi, J., Anderssen, R.S., Boland, J. (eds.) MODSIM 2013 (20th International Congress on Modelling and Simulation), pp. 1228\u20131234. Adelaide (2013)"},{"key":"9545_CR35","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1007\/s11634-013-0132-8","volume":"7","author":"SX Lee","year":"2013","unstructured":"Lee, S.X., McLachlan, G.J.: On mixtures of skew-normal and skew $$t$$ t -distributions. Adv. Data Anal. Classif. 7, 241\u2013266 (2013c)","journal-title":"Adv. Data Anal. Classif."},{"key":"9545_CR36","doi-asserted-by":"crossref","unstructured":"Lee, S.X., McLachlan, G.J.: Maximum likelihood estimation for finite mixtures of canonical fundamental skew $$t$$ t -distributions: the unification of the unrestricted and restricted skew t-mixture models. arXiv:1401.8182 [statME] (2014b)","DOI":"10.1007\/s11222-015-9545-x"},{"key":"9545_CR37","unstructured":"Lee, Y.W., Poon, S.H.: Systemic and systematic factors for loan portfolio loss distribution. Econometrics and applied economics workshops pp. 1\u201361. School of Social Science, University of Manchester (2011)"},{"key":"9545_CR38","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1007\/s11222-009-9128-9","volume":"20","author":"TI Lin","year":"2010","unstructured":"Lin, T.I.: Robust mixture modeling using multivariate skew $$t$$ t distribution. Stat. Comput. 20, 343\u2013356 (2010)","journal-title":"Stat. Comput."},{"key":"9545_CR39","doi-asserted-by":"crossref","DOI":"10.1214\/cbms\/1462106013","volume-title":"Mixture Models: Theory, Geometry, and Applications. NSF-CBMS Regional Conference Series in probability and Statistics","author":"BG Lindsay","year":"1995","unstructured":"Lindsay, B.G.: Mixture Models: Theory, Geometry, and Applications. NSF-CBMS Regional Conference Series in probability and Statistics, vol. 5. Institute of Mathematical Statistics and the American Statistical Association, Alexandria (1995)"},{"key":"9545_CR40","volume-title":"Mixture Models: Inference and Applications","author":"GJ McLachlan","year":"1988","unstructured":"McLachlan, G.J., Basford, K.E.: Mixture Models: Inference and Applications. Marcel Dekker, New York (1988)"},{"key":"9545_CR41","volume-title":"The EM Algorithm and Extensions","author":"GJ McLachlan","year":"1997","unstructured":"McLachlan, G.J., Krishnan, T.: The EM Algorithm and Extensions. Wiley, New York (1997)"},{"key":"9545_CR42","doi-asserted-by":"crossref","unstructured":"McLachlan, G.J., Peel, D.: Finite Mixture Models. Wiley Series in Probability and Statistics, New York (2000)","DOI":"10.1002\/0471721182"},{"key":"9545_CR43","doi-asserted-by":"crossref","unstructured":"McNicholas, P.D., Murphy, T.B., McDaid, A.F., Frost, D.: Serial and parallel implementations of model-based clustering via parsimonious gaussian mixture models. Comput. Stat. Data Anal. 54, 711\u2013723 (2010)","DOI":"10.1016\/j.csda.2009.02.011"},{"key":"9545_CR44","doi-asserted-by":"crossref","DOI":"10.1002\/9781119995678","volume-title":"Mixtures: Estimation and Applications","author":"KL Mengersen","year":"2011","unstructured":"Mengersen, K.L., Robert, C.P., Titterington, D.M.: Mixtures: Estimation and Applications. Wiley, New York (2011)"},{"key":"9545_CR45","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1016\/j.csda.2014.03.012","volume":"77","author":"PM Murray","year":"2014","unstructured":"Murray, P.M., Browne, B.P., McNicholas, P.D.: Mixtures of skew- $$t$$ t factor analyzers. Comput. Stat. Data Anal. 77, 326\u2013335 (2014)","journal-title":"Comput. Stat. Data Anal."},{"key":"9545_CR46","doi-asserted-by":"crossref","first-page":"8519","DOI":"10.1073\/pnas.0903028106","volume":"106","author":"S Pyne","year":"2009","unstructured":"Pyne, S., Hu, X., Wang, K., Rossin, E., Lin, T.I., Maier, L.M., Baecher-Allan, C., McLachlan, G.J., Tamayo, P., Hafler, D.A., De Jager, P.L., Mesirow, J.P.: Automated high-dimensional flow cytometric data analysis. Proc. Natl. Acad. Sci. USA 106, 8519\u20138524 (2009)","journal-title":"Proc. Natl. Acad. Sci. USA"},{"issue":"e100","key":"9545_CR47","first-page":"334","volume":"9","author":"S Pyne","year":"2014","unstructured":"Pyne, S., Lee, S.X., Wang, K., Irish, J., Tamayo, P., Nazaire, M.D., Duong, T., Ng, S.K., Hafler, D., Levy, R., Nolan, G.P., Mesirov, J., McLachlan, G.: Joint modeling and registration of cell populations in cohorts of high-dimensional flow cytometric data. PLoS One 9(e100), 334 (2014). doi: 10.1371\/journal.pone.0100334","journal-title":"PLoS One"},{"key":"9545_CR48","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1016\/j.astropartphys.2013.07.007","volume":"48","author":"S Riggi","year":"2013","unstructured":"Riggi, S., Ingrassia, S.: A model-based clustering approach for mass composition analysis of high energy cosmic rays. Astropart. Phys. 48, 86\u201396 (2013)","journal-title":"Astropart. Phys."},{"key":"9545_CR49","doi-asserted-by":"crossref","first-page":"2746","DOI":"10.1093\/bioinformatics\/btr468","volume":"27","author":"E Rossin","year":"2011","unstructured":"Rossin, E., Lin, T.I., Ho, H.J., Mentzer, S.J., Pyne, S.: A framework for analytical characterization of monoclonal antibodies based on reactivity profiles in different tissues. Bioinformatics 27, 2746\u20132753 (2011)","journal-title":"Bioinformatics"},{"key":"9545_CR50","doi-asserted-by":"crossref","first-page":"129","DOI":"10.2307\/3316064","volume":"31","author":"SK Sahu","year":"2003","unstructured":"Sahu, S.K., Dey, D.K., Branco, M.D.: A new class of multivariate skew distributions with applications to Bayesian regression models. Can. J. Stat. 31, 129\u2013150 (2003)","journal-title":"Can. J. Stat."},{"key":"9545_CR51","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1002\/cjs.10023","volume":"37","author":"SK Sahu","year":"2009","unstructured":"Sahu, S.K., Dey, D.K., Branco, M.D.: Erratum: a new class of multivariate skew distributions with applications to Bayesian regression models. Can. J. Stat. 37, 301\u2013302 (2009)","journal-title":"Can. J. Stat."},{"key":"9545_CR52","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1214\/aos\/1176344136","volume":"6","author":"G Schwarz","year":"1978","unstructured":"Schwarz, G.: Estimating the dimension of a model. Ann. Stat. 6, 461\u2013464 (1978)","journal-title":"Ann. Stat."},{"key":"9545_CR53","unstructured":"Soltyk, S., Gupta, R.: Application of the multivariate skew normal mixture model with the EM algorithm to value-at-risk. In: Chan, F., Marinova, D., Anderssen, R.S. (eds.) MODSIM 2011 (19th International Congress on Modelling and Simulation), pp. 1638\u20131644. Perth (2011)"},{"key":"9545_CR54","volume-title":"Statistical Analysis of Finite Mixture Distributions","author":"DM Titterington","year":"1985","unstructured":"Titterington, D.M., Smith, A.F.M., Markov, U.E.: Statistical Analysis of Finite Mixture Distributions. Wiley, New York (1985)"},{"key":"9545_CR55","unstructured":"Tortora, C., Franczak, B.C., Browne, B.P., McNicholas, P.D.: Model-based clustering using mixtures of coalesced generalized hyperbolic distributions. Preprint arXiv:1403.2332 [statME] (2014)"},{"key":"9545_CR56","doi-asserted-by":"crossref","first-page":"1169","DOI":"10.1016\/j.spl.2012.02.020","volume":"82","author":"I Vrbik","year":"2012","unstructured":"Vrbik, I., McNicholas, P.D.: Analytic calculations for the EM algorithm for multivariate skew $$t$$ t -mixture models. Stat. Probab. Lett. 82, 1169\u20131174 (2012)","journal-title":"Stat. Probab. Lett."},{"key":"9545_CR57","doi-asserted-by":"crossref","unstructured":"Wang, K., Ng, S.K., McLachlan, G.J.: Multivariate skew $$t$$ t mixture models: applications to fluorescence-activated cell sorting data. In: Shi, H., Zhang, Y., Bottema, M.J., Lovell, B.C., Maeder, A.J. (eds.) DICTA 2009 (Conference of Digital Image Computing: Techniques and Applications, Melbourne), pp. 526\u2013531. IEEE Computer Society, Los Alamitos (2009)","DOI":"10.1109\/DICTA.2009.88"},{"key":"9545_CR58","doi-asserted-by":"crossref","first-page":"563","DOI":"10.2307\/2304460","volume":"55","author":"JG Wendel","year":"1948","unstructured":"Wendel, J.G.: Note on the gamma function. Am. Math. Mon. 55, 563\u2013564 (1948)","journal-title":"Am. Math. Mon."},{"key":"9545_CR59","unstructured":"Wraith, D., Forbes, F.: Clustering using skewed multivariate heavy tailed distributions with flexible tail behaviour. Preprint. arXiv:1408.0711 [statME] (2014)"}],"container-title":["Statistics and Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11222-015-9545-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11222-015-9545-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11222-015-9545-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:11:57Z","timestamp":1651363917000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11222-015-9545-x"}},"subtitle":["The unification of the restricted and unrestricted skew $$t$$ t -mixture models"],"short-title":[],"issued":{"date-parts":[[2015,2,28]]},"references-count":59,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,5]]}},"alternative-id":["9545"],"URL":"https:\/\/doi.org\/10.1007\/s11222-015-9545-x","relation":{},"ISSN":["0960-3174","1573-1375"],"issn-type":[{"value":"0960-3174","type":"print"},{"value":"1573-1375","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,2,28]]}}}