361 citations · 1.1k across the 26 of their papers we have counts for
4 papers · 1 filter
Shadow Simulated Annealing algorithm: a new tool for global optimisation and statistical inference
R. Stoica, Madalina Deaconu, Anne Philippe +1
This paper develops a new global optimisation method that applies to a family of criteria that are not entirely known. This family includes the criteria obtained from the class of…
ABC Shadow algorithm: a tool for statistical analysis of spatial patterns
R. S. Stoica, A. Philippe, P. Gregori +1
This paper presents an original ABC algorithm, "ABC Shadow", that can be applied to sample posterior densities that are continuously differentiable. The proposed method uses the id…
A completely random T-tessellation model and Gibbsian extensions
Kiên Kiêu, Katarzyna Adamczyk-Chauvat, Hervé Monod +1
In their 1993 paper, Arak, Clifford and Surgailis discussed a new model of random planar graph. As a particular case, that model yields tessellations with only T-vertices (T-tessel…
Asymptotic normality of kernel estimates in a regression model for random fields
Mohamed El Machkouri, Radu Stoica
We establish the asymptotic normality of the regression estimator in a fixed-design setting when the errors are given by a field of dependent random variables. The result applies t…