2 papers
math.ST2024
Theory and inference for multivariate autoregressive binary models with an application to absence-presence data in ecology
Guillaume Franchi, Lionel Truquet
We introduce a general class of autoregressive models for studying the dynamic of multivariate binary time series with stationary exogenous covariates. Using a high-level set of as…
math.ST2023
Time series on compact spaces, with an application to dynamic modeling of relative abundance data in Ecology
Guillaume Franchi, Lionel Truquet
Motivated by the dynamic modeling of relative abundance data in ecology, we introduce a general approach to model stationary Markovian or non Markovian time series on (relatively)…