3 papers
stat.ME2026
Testing independence in the presence of missing data: high-dimensional case
Marija Cuparić, Bojana Milošević, Jelena Radojević
In this paper, we consider the problem of testing independence in high-dimensional settings with missing data. Building upon a recently proposed Kendall-based statistic, we introdu…
stat.ME2025
Independence Testing for Mixed Data
Dana Bucalo Jelić, Marija Cuparić, Bojana Milošević
We consider the problem of testing independence in mixed-type data that combine count variables with positive, absolutely continuous variables. We first introduce two distinct clas…
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…