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We propose a novel and efficient iterative two-stage variable selection approach for multivariate sparse GLARMA models, which can be used for modelling multivariate discrete-valued time series. Our approach consists in iteratively combining two steps
Externí odkaz:
http://arxiv.org/abs/2208.14721
In this paper, we propose a novel and efficient two-stage variable selection approach for sparse GLARMA models, which are pervasive for modeling discrete-valued time series. Our approach consists in iteratively combining the estimation of the autoreg
Externí odkaz:
http://arxiv.org/abs/2007.08623
Motivated by an application to the clustering of milking kinetics of dairy goats, we propose in this paper a novel approach for functional data clustering. This issue is of growing interest in precision livestock farming that has been largely based o
Externí odkaz:
http://arxiv.org/abs/1907.09192
Publikováno v:
In Journal of Biomechanics May 2023 153
Akademický článek
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Autor:
Perrot-Dockès, M., Lévy-Leduc, C., Chiquet, J., Sansonnet, L., Brégère, M., Étienne, M. -P., Robin, S., Genta-Jouve, G.
Omic data are characterized by the presence of strong dependence structures that result either from data acquisition or from some underlying biological processes. In metabolomics, for instance, data resulting from Liquid Chromatography-Mass Spectrome
Externí odkaz:
http://arxiv.org/abs/1704.00076
In computational biology, numerous recent studies have been dedicated to the analysis of the chromatin structure within the cell by two-dimensional segmentation methods. Motivated by this application, we consider the problem of retrieving the diagona
Externí odkaz:
http://arxiv.org/abs/1506.03198
Publikováno v:
Journal of Agricultural, Biological, and Environmental Statistics, 2018 Sep 01. 23(3), 374-389.
Externí odkaz:
https://www.jstor.org/stable/48720185
Autor:
Assali, S., Attiaoui, A., Koelling, S., Atalla, M. R. M., Kumar, A., Nicolas, J., Chowdhury, F. A., Lemieux-Leduc, C., Moutanabbir, O.
Publikováno v:
Journal of Applied Physics; 11/21/2022, Vol. 132 Issue 19, p1-10, 10p
Publikováno v:
In Statistics and Probability Letters June 2024 209