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Advances in Data Analysis and Classification

2016 - 2016

Current editor(s): H.-H. Bock, W. Gaul, A. Okada, M. Vichi and C. Weihs

From:
Springer
German Classification Society - Gesellschaft für Klassifikation (GfKl)
Japanese Classification Society (JCS)
Classification and Data Analysis Group of the Italian Statistical Society (CLADAG)
International Federation of Classification Societies (IFCS)
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Volume 10, issue 4, 2016

Second special issue on “Advances in latent variables: methods, models and applications” pp. 417-421 Downloads
Angela Montanari and Maurizio Vichi
A mixture of generalized hyperbolic factor analyzers pp. 423-440 Downloads
Cristina Tortora, Paul D. McNicholas and Ryan P. Browne
Factor probabilistic distance clustering (FPDC): a new clustering method pp. 441-464 Downloads
Cristina Tortora, Mireille Gettler Summa, Marina Marino and Francesco Palumbo
Human capital estimation in higher education pp. 465-489 Downloads
Pietro Giorgio Lovaglio, Gianmarco Vacca and Stefano Verzillo
Quantile composite-based path modeling pp. 491-520 Downloads
Cristina Davino and Vincenzo Esposito Vinzi
Exponential family mixed membership models for soft clustering of multivariate data pp. 521-540 Downloads
Arthur White and Thomas Brendan Murphy
The determination of uncertainty levels in robust clustering of subjects with longitudinal observations using the Dirichlet process mixture pp. 541-562 Downloads
Reyhaneh Rikhtehgaran and Iraj Kazemi
An effective strategy for initializing the EM algorithm in finite mixture models pp. 563-583 Downloads
Semhar Michael and Volodymyr Melnykov

Volume 10, issue 2, 2016

Micro–macro multilevel latent class models with multiple discrete individual-level variables pp. 139-154 Downloads
Margot Bennink, Marcel A. Croon, Brigitte Kroon and Jeroen K. Vermunt
Model based clustering for mixed data: clustMD pp. 155-169 Downloads
Damien McParland and Isobel Claire Gormley
Varying uncertainty in CUB models pp. 225-244 Downloads
Anna Gottard, Maria Iannario and Domenico Piccolo
Item selection by latent class-based methods: an application to nursing home evaluation pp. 245-262 Downloads
Francesco Bartolucci, Giorgio E. Montanari and Silvia Pandolfi
Dynamic segmentation with growth mixture models pp. 263-279 Downloads
Francesca Bassi
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