{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,18]],"date-time":"2026-02-18T11:19:32Z","timestamp":1771413572130,"version":"3.50.1"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2016,10,1]],"date-time":"2016-10-01T00:00:00Z","timestamp":1475280000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Classif"],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1007\/s00357-016-9216-4","type":"journal-article","created":{"date-parts":[[2016,11,8]],"date-time":"2016-11-08T06:15:44Z","timestamp":1478585744000},"page":"412-441","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Finite Mixture Modeling of Gaussian Regression Time Series with Application to Dendrochronology"],"prefix":"10.1007","volume":"33","author":[{"given":"Semhar","family":"Michael","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Volodymyr","family":"Melnykov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,11,8]]},"reference":[{"key":"9216_CR1","doi-asserted-by":"crossref","unstructured":"AKAIKE, H. (1974), \u201cA New Look at the Statistical Model Identification\u201d, IEEE Transactions on Automatic Control, 19, 716\u2013723.","DOI":"10.1109\/TAC.1974.1100705"},{"key":"9216_CR2","doi-asserted-by":"crossref","unstructured":"BIERNACKI, C., CELEUX, G., and GOVAERT, G. (2003), \u201cChoosing Starting Values for the EM Algorithm for Getting the Highest Likelihood in Multivariate Gaussian Mixture Models\u201d, Computational Statistics and Data Analysis, 41, 561\u2013575.","DOI":"10.1016\/S0167-9473(02)00163-9"},{"key":"9216_CR3","doi-asserted-by":"crossref","unstructured":"BRIDGE, M. (2012), \u201cLocating the Origins ofWood Resources: A Review of Dendroprovenancing\u201d, Journal of Archaeological Science, 3, 2828\u20132834.","DOI":"10.1016\/j.jas.2012.04.028"},{"key":"9216_CR4","doi-asserted-by":"crossref","unstructured":"BROYDEN, C.G. (1970), \u201cThe Convergence of a Class of Double-Rank Minimization Algorithms\u201d, Journal of the Institute of Mathematics and Its Applications, 6, 76\u201390.","DOI":"10.1093\/imamat\/6.1.76"},{"key":"9216_CR5","doi-asserted-by":"crossref","unstructured":"CHEN, W.-C., and MAITRA, R. (2011), \u201cModel-Based Clustering of Regression Time Series Data via APECM\u2014An AECM Algorithm Sung to an Even Faster Beat\u201d, Statistical Analysis and Data Mining, 4, 567\u2013578.","DOI":"10.1002\/sam.10143"},{"key":"9216_CR6","doi-asserted-by":"crossref","unstructured":"DEMPSTER, A.P., LAIRD, N.M., and RUBIN, D.B. (1977), \u201cMaximum Likelihood for Incomplete Data via the EM Algorithm (With Discussion)\u201d, Journal of the Royal Statistical Society, Series B, 39, 1\u201338.","DOI":"10.1111\/j.2517-6161.1977.tb01600.x"},{"key":"9216_CR7","doi-asserted-by":"crossref","unstructured":"ESPER, J., COOK, E., and SCHWEINGRUBER, F. (2002), \u201cLow-Frequency Signals in Long Tree-Ring Chronologies for Reconstructing Past Temperature Variability\u201d, Science, 295, 2250\u20132253.","DOI":"10.1126\/science.1066208"},{"key":"9216_CR8","doi-asserted-by":"crossref","unstructured":"FLETCHER, R. (1970), \u201dA New Approach to Variable Metric Algorithms\u201d, Computer Journal, 13, 317\u2013322.","DOI":"10.1093\/comjnl\/13.3.317"},{"key":"9216_CR9","unstructured":"FORGY, E. (1965), \u201dCluster Analysis of Multivariate Data: Efficiency vs. Interpretability of Classifications\u201d, Biometrics, 21, 768\u2013780."},{"key":"9216_CR10","doi-asserted-by":"crossref","unstructured":"FRALEY, C., and RAFTERY, A.E. (2002), \u201cModel-Based Clustering, Discriminant Analysis, and Density Estimation\u201d, Journal of the American Statistical Association, 97, 611\u2013631.","DOI":"10.1198\/016214502760047131"},{"key":"9216_CR11","doi-asserted-by":"crossref","unstructured":"GOLDFARB, D. (1970), \u201cA Family of Variable Metric Updates Derived by Variational Means\u201d, Mathematics of Computation, 24, 23\u201326.","DOI":"10.1090\/S0025-5718-1970-0258249-6"},{"key":"9216_CR12","doi-asserted-by":"crossref","unstructured":"GRISSINO-MAYERI, H.D., and FRITTS, H. (1997), \u201cThe International Tree-Ring Data Bank: An Enhanced Global Database Serving the Global Scientific Community\u201d, The Holocene, 7, 235\u2013238.","DOI":"10.1177\/095968369700700212"},{"key":"9216_CR13","unstructured":"HAMILTON, J.D. (1994), Time Series Analysis, Princeton NJ: Princeton University Press."},{"key":"9216_CR14","doi-asserted-by":"crossref","unstructured":"HANECA, K., WAZNY, T., VAN ACKER, J., and BEECKMAN, H. (2005), \u201cProvenancing Baltic Timber from Art Historical Objects: Success and Limitations\u201d, Journal of Archaeological Science, 32, 261\u2013271.","DOI":"10.1016\/j.jas.2004.09.005"},{"key":"9216_CR15","doi-asserted-by":"crossref","unstructured":"HARVEY, A.C. (1989), Forecasting, Structural Time Series Models and the Kalman Filter, Cambridge UK: Cambridge University Press.","DOI":"10.1017\/CBO9781107049994"},{"key":"9216_CR16","unstructured":"HARVEY, A.C., and PHILLIPS, G.D.A. (1979), \u201cMaximum Likelihood Estimation of Regression-Models with Autoregressive-Moving Averages Disturbances\u201d, Biometrika, 66, 49\u201358."},{"key":"9216_CR17","unstructured":"HOLLSTEIN, E. (1980), Mitteleurop\u00a8aische Eichenchronologie, Vol. 11, Mainz am Rhein: Phillip Von Zabern."},{"key":"9216_CR18","doi-asserted-by":"crossref","unstructured":"KHALILI, A., and CHEN, J. (2007), \u201cVariable Selection in Finite Mixture of Regression Models\u201d, Journal of the American Statistical Association, 102, 1025\u20131038.","DOI":"10.1198\/016214507000000590"},{"key":"9216_CR19","doi-asserted-by":"crossref","unstructured":"KINI, B.V., and SEKHAR, C.C. (2013), \u201cBayesian Mixture of AR Models for Time Series Clustering\u201d, Pattern Analysis and Applications, 16, 179\u2013200.","DOI":"10.1007\/s10044-011-0247-5"},{"key":"9216_CR20","doi-asserted-by":"crossref","unstructured":"LEISCH, F. (2004), \u201cFlexMix: A General Framework for Finite Mixture Models and Latent Class Regression in R\u201d, Journal of Statistical Software, 11, 1\u201318.","DOI":"10.18637\/jss.v011.i08"},{"key":"9216_CR21","doi-asserted-by":"crossref","unstructured":"LIAO, T.W. (2005), \u201dClustering of Time Series Data\u2014A Survey\u201d, Pattern Recognition, 38, 1857\u20131874.","DOI":"10.1016\/j.patcog.2005.01.025"},{"key":"9216_CR22","unstructured":"MACQUEEN, J. (1967), \u201cSome Methods for Classification and Analysis of Multivariate Observations\u201d, Proceedings of the Fifth Berkeley Symposium, 1, 281\u2013297."},{"key":"9216_CR23","doi-asserted-by":"crossref","unstructured":"MAITRA, R. (2009), \u201dInitializing Partition-Optimization Algorithms\u201d, IEEE\/ACM Transactions on Computational Biology and Bioinformatics, 6, 144\u2013157.","DOI":"10.1109\/TCBB.2007.70244"},{"key":"9216_CR24","doi-asserted-by":"crossref","unstructured":"MARTINELLI, N. (2004), \u201cClimate from Dendrochronology: Latest Developments and Results\u201d, Global and Plantery Change, 40, 129\u2013139.","DOI":"10.1016\/S0921-8181(03)00103-6"},{"key":"9216_CR25","doi-asserted-by":"crossref","unstructured":"MCLACHLAN, G., and KRISHNAN, T. (2008), The EM Algorithm and Extensions (2nd ed.), New York: Wiley.","DOI":"10.1002\/9780470191613"},{"key":"9216_CR26","doi-asserted-by":"crossref","unstructured":"MCLACHLAN, G., and PEEL, D. (2000), Finite Mixture Models, New York: Wiley.","DOI":"10.1002\/0471721182"},{"key":"9216_CR27","doi-asserted-by":"crossref","unstructured":"MELNYKOV, V. (2012), \u201dEfficient Estimation in Model-Based Clustering of Gaussian Regression Time Series\u201d, Statistical Analysis and Data Mining, 5, 95\u201399.","DOI":"10.1002\/sam.11138"},{"key":"9216_CR28","doi-asserted-by":"crossref","unstructured":"MELNYKOV, V., and MAITRA, R. (2010), \u201cFinite Mixture Models and Model-Based Clustering\u201d, Statistics Surveys, 4, 80\u2013116.","DOI":"10.1214\/09-SS053"},{"key":"9216_CR29","doi-asserted-by":"crossref","unstructured":"MELNYKOV, V., and MELNYKOV, I. (2012), \u201cInitializing the EM Algorithm in Gaussian Mixture Models with an Unknown Number of Components\u201d, Computational Statistics and Data Analysis, 56, 1381\u20131395.","DOI":"10.1016\/j.csda.2011.11.002"},{"key":"9216_CR30","doi-asserted-by":"crossref","unstructured":"MELNYKOV, V., MICHAEL, S., and MELNYKOV, I. (2015), \u201cRecent Developments in Model-Based Clustering with Applications\u201d, in Partitional Clustering Algorithms, ed. M.E. Celebi, New York: Springer, Chap 1, pp. 1\u201339.","DOI":"10.1007\/978-3-319-09259-1_1"},{"key":"9216_CR31","doi-asserted-by":"crossref","unstructured":"NELDER, J.A., and MEAD, R. (1965), \u201cA Simplex Algorithm for Function Minimization\u201d, Computer Journal, 7, 308\u2013313.","DOI":"10.1093\/comjnl\/7.4.308"},{"key":"9216_CR32","doi-asserted-by":"crossref","unstructured":"SCHWARZ, G. (1978), \u201cEstimating the Dimensions of a Model\u201d, Annals of Statistics, 6, 461\u2013464.","DOI":"10.1214\/aos\/1176344136"},{"key":"9216_CR33","doi-asserted-by":"crossref","unstructured":"SHANNO, D.F. (1970), \u201cConditioning of Quasi-Newton Method for Function Minimization\u201d, Mathematics of Computation, 24, 647\u2013656.","DOI":"10.1090\/S0025-5718-1970-0274029-X"},{"key":"9216_CR34","unstructured":"SHUMWAY, R., and STOFFER, D. (2006), Time Series Analysis and Its Applications\u2014With R Examples, New York: Wiley."},{"key":"9216_CR35","doi-asserted-by":"crossref","unstructured":"SOHAR, K., VITAS, A., and LAEAENELAID, A. (2012), \u201cSapwood Estimates of Pedunculate Oak (Quercus Robur L.) in Eastern Baltic\u201d, Dendrochronologia, 30, 49\u201356.","DOI":"10.1016\/j.dendro.2011.08.001"},{"key":"9216_CR36","doi-asserted-by":"crossref","unstructured":"WARD, J.H. (1963), \u201cHierarchical Grouping to Optimize an Objective Function\u201d, Journal of the American Statistical Association, 58, 236\u2013244.","DOI":"10.1080\/01621459.1963.10500845"},{"key":"9216_CR37","doi-asserted-by":"crossref","unstructured":"WATSON, M.W., and ENGLE, R.F. (1983), \u201cAlternative Algorithms for the Estimation of Dynamic Factor, Mimic and Varying Coefficient Regression-Models\u201d, Journal of Econometrics, 23, 385\u2013400.","DOI":"10.1016\/0304-4076(83)90066-0"},{"key":"9216_CR38","doi-asserted-by":"crossref","unstructured":"WONG, C.S., and LI, W.K. (2000), \u201cOn a Mixture Autoregressive Model\u201d, Journal of the Royal Statistical Society B, 62, 95\u2013115.","DOI":"10.1111\/1467-9868.00222"},{"key":"9216_CR39","doi-asserted-by":"crossref","unstructured":"XIONG, Y., and YEUNG, D.-Y. (2004), \u201cTime Series Clustering with ARMA Mixtures\u201d, Pattern Recognition, 37, 1675\u20131689.","DOI":"10.1016\/j.patcog.2003.12.018"}],"container-title":["Journal of Classification"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00357-016-9216-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00357-016-9216-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00357-016-9216-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,20]],"date-time":"2024-06-20T12:17:42Z","timestamp":1718885862000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00357-016-9216-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10]]},"references-count":39,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,10]]}},"alternative-id":["9216"],"URL":"https:\/\/doi.org\/10.1007\/s00357-016-9216-4","relation":{},"ISSN":["0176-4268","1432-1343"],"issn-type":[{"value":"0176-4268","type":"print"},{"value":"1432-1343","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,10]]}}}