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10/25/2022
Bayesian mixture models (in)consistency for the number of clusters
Bayesian nonparametric mixture models are common for modeling complex da...
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06/02/2022
Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm
High-dimensional data, with many more covariates than observations, such...
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10/19/2021
BNPdensity: Bayesian nonparametric mixture modeling in R
Robust statistical data modelling under potential model mis-specificatio...
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06/05/2020
Exact inference for a class of non-linear hidden Markov models on general state spaces
Exact inference for hidden Markov models requires the evaluation of all ...
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06/05/2020