4 citations · 4 across the 1 of their papers we have counts for
4 papers
Spatial Autoregressive Models for Scan Statistic
Mohamed-Salem Ahmed, Lionel Cucala, Michael Genin
Spatial scan statistics are well-known methods for cluster detection and are widely used in epidemiology and medical studies for detecting and evaluating the statistical significan…
Classifying variable-structures: a general framework
Xavier Bry, Lionel Cucala
In this work, we unify recent variable-clustering techniques within a common geometric framework which allows to extend clustering to variable-structures, i.e. variable-subsets wit…
A Bayesian reassessment of nearest-neighbour classification
Lionel Cucala, Jean-Michel Marin, Christian Robert +1
The k-nearest-neighbour procedure is a well-known deterministic method used in supervised classification. This paper proposes a reassessment of this approach as a statistical techn…
Le Cam spacings theorem in dimension two
Lionel Cucala
The definition of spacings associated to a sequence of random variables is extended to the case of random vectors in [0,1]^2. Beirlant & al. (1991) give an alternative proof of the…