238 citations · 461 across the 24 of their papers we have counts for
3 papers · 1 filter
Parametric estimation of pairwise Gibbs point processes with infinite range interaction
Jean-François Coeurjolly, Frédéric Lavancier
This paper is concerned with statistical inference for infinite range interaction Gibbs point processes and in particular for the large class of Ruelle superstable and lower regula…
Quantifying repulsiveness of determinantal point processes
Christophe Ange Napoléon Biscio, Frédéric Lavancier
Determinantal point processes (DPPs) have recently proved to be a useful class of models in several areas of statistics, including spatial statistics, statistical learning and tele…
A general procedure to combine estimators
Frédéric Lavancier, Paul Rochet
A general method to combine several estimators of the same quantity is investigated. In the spirit of model and forecast averaging, the final estimator is computed as a weighted av…