26 citations · 61 across the 9 of their papers we have counts for
3 papers · 1 filter
A new centered spatio-temporal autologistic regression model. Application to spatio-temporal analysis of esca disease in a vineyard
Anne Gégout-Petit, Lucia Guérin-Dubrana, Shuxian Li
We propose a new centered autologistic spatio-temporal model for binary data on a lattice. The centering allows the interpretation of the autoregression coefficients in separating…
Penalized polytomous ordinal logistic regression using cumulative logits. Application to network inference of zero-inflated variables
Aurélie Deveau, Anne Gégout-Petit, Clémence Karmann
We consider the problem of variable selection when the response is ordinal, that is an ordered categorical variable. In particular, we are interested in selecting quantitative expl…
Hidden Markov Model for the detection of a degraded operating mode of optronic equipment
Camille Baysse, Didier Bihannic, Anne Gégout-Petit +2
As part of optimizing the reliability, Thales Optronics now includes systems that examine the state of its equipment. The aim of this paper is to use hidden Markov Model to detect…