3 papers
stat.ME2026
Exact Comparison of Explanatory Strength of Two Dependent Predictors
Tomáš MrkviÄka, Jan Radimský
Comparing the relative explanatory power of two dependent predictors regarding a common target variable is a fundamental challenge across scientific disciplines. Classical asymptot…
stat.ME2026
Robust Nonparametric Testing Approaches for Spatial Regression
Kanghyun Wi, Hyoeun Kim, Tomáš MrkviÄka +2
Reliable inference for spatial regression remains challenging because it requires the correct specification of the spatial dependence structure, the mean trend, and the error distr…
stat.ME2024
Which depth to use to construct functional boxplots?
Stanislav Nagy, Tomáš MrkviÄka, Antonio ElÃas
This paper answers the question of which functional depth to use to construct a boxplot for functional data. It shows that integrated depths, e.g., the popular modified band depth,…