252 citations · 827 across the 31 of their papers we have counts for
4 papers · 1 filter
On the power of axial tests of uniformity on spheres
Christine Cutting, Davy Paindaveine, Thomas Verdebout
Testing uniformity on the -dimensional unit sphere is arguably the most fundamental problem in directional statistics. In this paper, we consider this problem in the framework o…
Preliminary test estimation in ULAN models
Davy Paindaveine, Joséa Rasoafaraniaina, Thomas Verdebout
Preliminary test estimation, which is a natural procedure when it is suspected a priori that the parameter to be estimated might take value in a submodel of the model at hand, is a…
From Halfspace M-depth to Multiple-output Expectile Regression
Abdelaati Daouia, Davy Paindaveine
Despite the renewed interest in the Newey and Powell (1987) concept of expectiles in fields such as econometrics, risk management, and extreme value theory, expectile regression---…
Inference for spherical location under high concentration
Davy Paindaveine, Thomas Verdebout
Motivated by the fact that circular or spherical data are often much concentrated around a location , we consider inference about under "high concentration" asymptot…