4 citations · 8 across the 8 of their papers we have counts for
4 papers · 1 filter
Learning Centre Partitions from Summaries
Zinsou Max Debaly, Jean-Francois Ethier, Michael H. Neumann +1
Multi-centre studies increasingly rely on distributed inference, where sites share only centre-level summaries. Homogeneity of parameters across centres is often violated, motivati…
Adjacent-category models for ordinal time series and their application to climate-dependent spruce budworm defoliation dynamics
Olaloudé Judicaël Franck Osse, Zinsou Max Debaly, Philippe Marchandb +1
This work proposes an adjacent-category autoregressive model for time series of ordinal variables. We apply this model to dendrochronological records to study the effect of climate…
Autoregressive models for time series of random sums of positive variables: application to tree growth as a function of climate and insect outbreaks
Zinsou Max Debaly, Philippe Marchand, Miguel Montoro Girona
We present a broad class of semi-parametric models for time series of random sums of positive variables. Our methodology allows the number of terms inside the sum to be time-varyin…
Multivariate time series models for mixed data
Zinsou Max Debaly, Lionel Truquet
We introduce a general approach for modeling the dynamic of multivariate time series when the data are of mixed type (binary/count/continuous). Our method is quite flexible and con…