1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2025
Significant inference and confidence sets for graphical models
P. A. Koldanov, A. P. Koldanov
The problem of identifying statistically significant inferences about the structure of the graphical model is considered, along with the related task of constructing a confidence s…
stat.ME2025
Simultaneous testing of hypotheses and alternatives
P. A. Koldanov, A. P. Koldanov
To identify statistically significant conclusions, it is proposed to simultaneously test hypotheses and alternatives. It is shown that, under the condition of free combination of h…
stat.ML2017★ 1 cited
Optimal statistical decision for Gaussian graphical model selection
Valery A. Kalyagin, Alexander P. Koldanov, Petr A. Koldanov +1
Gaussian graphical model is a graphical representation of the dependence structure for a Gaussian random vector. It is recognized as a powerful tool in different applied fields suc…