A Dirichlet-Quantile Bootstrap approach for the probabilistic resampling of time series

Ahmed Hamimes, Abdennour Boulesnane

This work presents DPQBootstrap, a probabilistic resampling method for time series based on a Dirichlet quantile bootstrap and rank-based temporal reconstruction. The method aims t…