Posts Tagged ‘Mixture Models’

Optimization transfer using surrogate objective functions - Rejoinder

Monday, March 2nd, 2009

Title: Optimization transfer using surrogate objective functions - Rejoinder

Author: Hunter, DL; Lange, K

Source: Journal of computational and graphical statistics 9, 52-59. (2000)

 

(RefWorks Listed; DL)

Mixtures of Probabilistic Principal Component Analyzers

Monday, March 2nd, 2009

Title: Mixtures of Probabilistic Principal Component Analyzers

Author: Tipping, ME; Bishop CM

Source: Neural Computation 11(2), 443-482

 

(Refworks Listed; DL)

Parsimonious Gaussian Mixture Models

Monday, March 2nd, 2009

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)

The EM Algorithm for Mixtures of Factor Analyzers

Monday, March 2nd, 2009

Title: The EM Algorithm for Mixtures of Factor Analyzers

Author: Ghahramani, Z; Hinton, GE

Source: Technical Report CRG-TR-96-1, University of Toronto, Toronto

 

(DL)

MCLUST: Software for Model-Based Clustering Density Estimation and Discriminant Analysis

Monday, March 2nd, 2009

Title: MCLUST: Software for Model-Based Clustering, Density Estimation, and Discriminant Analysis

Author: Fraley, C; Raftery, AE

Technical Report No. 415, University of Washington, Department of Statistics, 2002-2003

 

(DL)

MCLUST: Software for Model-Based Cluster Analysis

Monday, March 2nd, 2009

Title: MCLUST: Software for model-based cluster analysis

Author: Fraley, C; Raftery, AE

Source: JOURNAL OF CLASSIFICATION,vol.16,no.2,pp.297-306,1999

 

(RefWorks listed; DL)

Linear mixed models for longitudinal data

Friday, February 20th, 2009

Title: Linear mixed models for longitudinal data

Author: Verbeke, Geert.

Publisher: New York ; Berlin : Springer, c2000.