Title: Model-based Clustering for Longitudinal Data
Author: De la Cruz-Mesia, R; Quintanab, FA; Marshall, G
Source: COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol.52, no.3, pp.1441-1457, 2008
Keywords: EM algorithm; Cluster analysis; Markov chain Monte Carlo; Mixture model; Non-linear models; Random effects
(RefWorks Listed; DL)
Title: Variable Selection for Model-Based Clustering
Author: Raftery, AE; Dean, N
Source: Journal of the American Statistical Association, 101(473), 168-178, 2006
Keywords: Bayes factor; BIC; Feature selection; Model-based clustering; Unsupervised learning; Variable selection
(DL; PT)
Title: Assessing a Mixture Model for Clustering with the Integrated Completed Likelihood
Author: Biernacki, C; Celeux, G; Govaert, G
Source: Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 22, no. 7, pp. 719 - 725, July 2000
Keywords: Mixture model, clustering, integrated likelihood, BIC, integrated completed likelihood, ICL criterion
(RefWorks Listed; DL)
Title: Parsimonious Gaussian mixture models
Author: McNicholas, PD; Murphy, TB
Source: STATISTICS AND COMPUTING,vol.18,no.3,pp.285-296,2008
Keywords: Mixture models; Factor analysis; Probabilistic principal components analysis; Cluster analysis; Model-based clustering
(RefWorks Listed; DL; PT)