284 citations · 806 across the 87 of their papers we have counts for
7 papers · 1 filter
Uniform-over-dimension convergence with application to location tests for high-dimensional data
Joydeep Chowdhury, Subhajit Dutta, Marc G. Genton
Asymptotic methods for hypothesis testing in high-dimensional data usually require the dimension of the observations to increase to infinity, often with an additional condition on…
On the non-identifiability of unified skew-normal distributions
Kesen Wang, Reinaldo B. Arellano-Valle, Adelchi Azzalini +1
In this note, we investigate the non-identifiability of the multivariate unified skew-normal distribution under permutation of its latent variables. We show that the non-identifiab…
Recent Developments in Complex and Spatially Correlated Functional Data
Israel Martínez-Hernández, Marc G. Genton
As high-dimensional and high-frequency data are being collected on a large scale, the development of new statistical models is being pushed forward. Functional data analysis provid…
Spatial Blind Source Separation
François Bachoc, Marc G. Genton, Klaus Nordhausen +2
Recently a blind source separation model was suggested for spatial data together with an estimator based on the simultaneous diagonalisation of two scatter matrices. The asymptotic…
On nomenclature for, and the relative merits of, two formulations of skew distributions
Adelchi Azzalini, Ryan P. Browne, Marc G. Genton +1
We examine some distributions used extensively within the model-based clustering literature in recent years, paying special attention to} claims that have been made about their rel…
On the asymptotic joint distribution of sample space--time covariance estimators
Bo Li, Marc G. Genton, Michael Sherman
We study the asymptotic joint distribution of sample space--time covariance estimators of strictly stationary random fields. We do this without any marginal or joint distributional…
Discussion of "Breakdown and groups" by P. L. Davies and U. Gather
Marc G. Genton, Andre Lucas
Discussion of ``Breakdown and groups'' by P. L. Davies and U. Gather [math.ST/0508497]