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Gaussian Parsimonious Clustering Models Scale Invariant and Stable by Projection
International audience -
Partially supervised Independent Factor Analysis using soft labels elicited f...
International audience -
Model-based Cluster and Discriminant Analysis with the MIXMOD software
The mixmod (mixture modelling) software fits mixture models to a given data set with a density estimation, a clustering or a discriminant analysis purpose. A large... -
Multiple imputation in principal component analysis
International audience -
An alternative competing risk model to the Weibull distribution in lifetime d...
A simple competing risk distribution as a possible alternative to the Weibull distribution in lifetime analysis is proposed. This distribution corresponds to the... -
A review on estimation of stochastic differential equations for pharmacokinet...
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SURE Guided Gaussian Mixture Image Denoising
The Gaussian mixture is a patch prior that has enjoyed tremendous success in image processing. In this work, by using Gaussian factor modeling, its dedicated... -
Maximum likelihood estimation from Uncertain Data in the Belief Function Fram...
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Handling missing values in exploratory multivariate data analysis methods
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Wavelet Estimators in Nonparametric Regression: A Comparative Simulation Study
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A mixture integer-valued GARCH model
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EM and Stochastic EM algorithms for reliability mixture models under random c...
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Recursive filters for partially observable finite Markov chains
The attached file may be somewhat different from the published version -
A fast EM algorithm for Gaussian model-based source separation
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A new family of multivariate heavy-tailed distributions with variable margina...
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Spatial location priors for Gaussian model based reverberant audio source sep...
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The PX-EM algorithm for fast stable fitting of Henderson's mixed model
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EM-REML estimation of covariance parameters in Gaussian mixed models for long...
International audience -
Alternative implementations of Monte Carlo EM algorithms for likelihood infer...
International audience
