3 papers
stat.ME2026
Detecting dependence structure: visualization and inference
Bogdan Ämiel, Teresa Ledwina
Identifying dependency between two random variables is a fundamental problem. The clear interpretability and ability of a procedure to provide information on the form of possible d…
stat.ME2025
Diagnostic tools for exploring differences in distributional properties between two samples: nonparametric approach
Bogdan Ämiel, Teresa Ledwina
This paper reconsiders the problem of testing the equality of two unspecified continuous distributions. The framework, which we propose, allows for readable and insightful data vis…
stat.ME2024
A new set of tools for goodness-of-fit validation
Gilles R. Ducharme, Teresa Ledwina
We introduce two new tools to assess the validity of statistical distributions. These tools are based on components derived from a new statistical quantity, the $curve…