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math.ST2025
The empirical discrete copula process
Gery Geenens, Ivan Kojadinovic, Tommaso Martini
This paper develops a general inferential framework for discrete copulas on finite supports in any dimension. The copula of a multivariate discrete distribution is defined as Csisz…
math.ST2024
On the differentiability of -projections in the discrete finite case
Gery Geenens, Ivan Kojadinovic, Tommaso Martini
In the case of finite measures on finite spaces, we state conditions under which ϕ- projections are continuously differentiable. When the set on which one wishes to ϕ- project is c…
math.ST2017
Mellin-Meijer-kernel density estimation on
Gery Geenens
Nonparametric kernel density estimation is a very natural procedure which simply makes use of the smoothing power of the convolution operation. Yet, it performs poorly when the den…