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Expectation Maximization and Mixture Modeling Activity

Author(s): 
Ivo Dinov

Ivo Dinov
UCLA School of Medicine

This is a pair of (1D and 2D) SOCR Activities that demonstrate random sampling and fitting of mixtures of Gaussians to model complex data (e.g., multimodal). Applications of these techniques include data modeling, clustering and segmentation.
 
http://wiki.stat.ucla.edu/socr/index.php/SOCR_EduMaterials_ModelerActivities_MixtureModel_1

http://wiki.stat.ucla.edu/socr/index.php/SOCR_EduMaterials_Activities_2D_PointSegmentation_EM_Mixture

Ivo Dinov, "Expectation Maximization and Mixture Modeling Activity," Loci (April 2007)

Dummy View - NOT TO BE DELETED