10 citations · 14 across the 6 of their papers we have counts for
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stat.ME2020★ 1 cited
Clustering Data with Nonignorable Missingness using Semi-Parametric Mixture Models
Marie Du Roy de Chaumaray, Matthieu Marbac
We are concerned in clustering continuous data sets subject to non-ignorable missingness. We perform clustering with a specific semi-parametric mixture, under the assumption of con…
stat.ME2019★ 10 cited
Mixture of hidden Markov models for accelerometer data
Marie du Roy de Chaumaray, Matthieu Marbac, Fabien Navarro
Motivated by the analysis of accelerometer data, we introduce a specific finite mixture of hidden Markov models with particular characteristics that adapt well to the specific natu…