3 papers
stat.AP2026
Impact of Residential Retrofits on Gas and Electricity Consumption in France
Charly Andral, Laetitia Leduc, Guillaume Matheron +1
This study examines the impact of residential energy retrofits on household energy consumption in France using smart meter data from nearly 2,500 Hello Watt users, using a two-peri…
stat.ME2025
Permutations accelerate Approximate Bayesian Computation
Antoine Luciano, Charly Andral, Christian P. Robert +1
Approximate Bayesian Computation (ABC) methods have become essential tools for performing inference when likelihood functions are intractable or computationally prohibitive. Howeve…
stat.CO2024
Automated Techniques for Efficient Sampling of Piecewise-Deterministic Markov Processes
Charly Andral, Kengo Kamatani
Piecewise deterministic Markov processes (PDMPs) are a class of continuous-time Markov processes that were recently used to develop a new class of Markov chain Monte Carlo algorith…