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…