290 citations
- Université de MontréalCA44 papers
- Université du QuébecCA37 papers
- Centre de recherches mathématiquesCA22 papers
- Université du Québec à MontréalCA16 papers
- Université de SherbrookeCA12 papers
- Centro de Investigación y de Estudios Avanzados del Instituto Politécnico NacionalMX6 papers
- University of WarsawPL5 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR4 papers
- Czech Technical University in PragueCZ4 papers
- Flatiron Health (United States)US4 papers
- Lawrence Berkeley National LaboratoryUS4 papers
6 papers · 1 filter
Asymptotic properties of the multivariate Szász-Mirakyan estimator for cumulative distribution functions on the nonnegative orthant
Guanjie Lyu, Frédéric Ouimet, Cindy Feng
The asymptotic properties of multivariate Szász-Mirakyan estimators for cumulative distribution functions (cdf) supported on the nonnegative orthant are investigated. Explicit bias…
A Bernstein polynomial approach for the estimation of cumulative distribution functions in the presence of missing data
Rihab Gharbi, Wissem Jedidi, Salah Khardani +1
We study nonparametric estimation of univariate cumulative distribution functions (CDFs) pertaining to data missing at random. The proposed estimators smooth the inverse probabilit…
Dirichlet kernel density estimation for strongly mixing sequences on the simplex
Hanen Daayeb, Salah Khardani, Frédéric Ouimet
This paper investigates the theoretical properties of Dirichlet kernel density estimators for compositional data supported on simplices, for the first time addressing scenarios inv…
On noncentral Wishart mixtures of noncentral Wisharts and their use for testing random effects in factorial design models
Christian Genest, Anne MacKay, Frédéric Ouimet
It is shown that a noncentral Wishart mixture of noncentral Wishart distributions with the same degrees of freedom yields a noncentral Wishart distribution, thereby extending the m…
Normal approximations for the multivariate inverse Gaussian distribution and asymmetric kernel smoothing on -dimensional half-spaces
Léo R. Belzile, Alain Desgagné, Christian Genest +1
This paper introduces a novel density estimator supported on -dimensional half-spaces. It stands out as the first asymmetric kernel density estimator for half-spaces in the lite…
Asymptotic local efficiency of Cramér--von Mises tests for multivariate independence
Christian Genest, Jean-François Quessy, Bruno Rémillard
Deheuvels [J. Multivariate Anal. 11 (1981) 102--113] and Genest and Rémillard [Test 13 (2004) 335--369] have shown that powerful rank tests of multivariate independence can be base…