Maximum Likelihood Estimation of Mixture Densities for Binned and Truncated Multivariate Data

Binningandtruncationofdataarecommonindataanalysisandmachinelearning.Thispaperaddresses the problem of fitting mixture densities to multivariate binned and truncated data. The EM approach proposed by McLachlan and Jones (Biometrics, 44: 2, 571

• Type: Journal
• Year: 2002
• Where: ML
• Authors: Igor V. Cadez, Padhraic Smyth, Geoffrey J. McLachlan, Christine E. McLaren
• Keywords: Fitting Mixture Densities, Machine Learning, ML 2002, Multivariate, Straightforward Numerical Techniques