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stat.ME2024
A new flexible class of kernel-based tests of independence
Marija Cuparić, Bruno Ebner, Bojana Milošević
Spherical and hyperspherical data are commonly encountered in diverse applied research domains, underscoring the vital task of assessing independence within such data structures. I…
stat.ME2023
Independent additive weighted bias distributions and associated goodness-of-fit tests
Bruno Ebner, Yvik Swan
We use a Stein identity to define a new class of parametric distributions which we call ``independent additive weighted bias distributions.'' We investigate related -type disc…
stat.ME2016★ 2 cited
Multivariate goodness-of-fit on flat and curved spaces via nearest neighbor distances
Bruno Ebner, Norbert Henze, Joseph E. Yukich
We present a unified approach to goodness-of-fit testing in and on lower-dimensional manifolds embedded in based on sums of powers of weighted volumes…