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stat.ME2025
Diagnostic tools for exploring differences in distributional properties between two samples: nonparametric approach
Bogdan Ćmiel, 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
Detecting dependence structure: visualization and inference
Bogdan Ćmiel, 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…