29 citations · 53 across the 15 of their papers we have counts for
Showing 2014 · stat.MEShow all
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stat.ME2014
A flexible bivariate location-scale finite mixture approach to economic growth
Alessandra Marcelletti, Antonello Maruotti, Giovanni Trovato
We introduce a multivariate multidimensional mixed-effects regression model in a finite mixture framework. We relax the usual unidimensionality assumption on the random effects mul…
stat.ME2014
Handling non-ignorable dropouts in longitudinal data: A conditional model based on a latent Markov heterogeneity structure
Antonello Maruotti
We illustrate a class of conditional models for the analysis of longitudinal data suffering attrition in random effects models framework, where the subject-specific random effects…
stat.ME2014
Time-varying clustering of multivariate longitudinal observations
Antonello Maruotti, Maurizio Vichi
We propose a statistical method for clustering of multivariate longitudinal data into homogeneous groups. This method relies on a time-varying extension on the classical K-means al…