Shi, Hongjian; Drton, Mathias; Hallin, Marc; Han, Fang
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics
Bernoulli
2025
31
1
Oct
106–129

Brian Zeiser Dietrich
Y-Vine Copula Based Structure Learning for Continuous Bayesian Networks
Masterarbeit
2024

Stefan Kienle
Active Bayesian Causal Discovery for Gaussian Process Networks
Masterarbeit
2022

Sarah Lumpp
Conditional Independence in Graphical Continuous Lyapunov Models
Masterarbeit
2023

Imrane Tola
Modelling Yield Curves and Economic Factors using Vine and Factor Copula Models
Masterarbeit
2024

Drton, Mathias;Grosdos, Alexandros;McCormack, Andrew
Rational maximum likelihood estimators of Kronecker covariance matrices
Algebraic Statistics
2024
15
1
Aug
145-164

Yurou Liang
Differentiable Learning of Non-Linear Directed Graphical Models
Masterarbeit
2024

Kian Saraf-Poor
Canonical Correlation Analysis with Optimal Transport
Masterarbeit
2024

Moritz Jaud
Integrating D-vine regression models and neural network approaches for conditional quantile estimation with financial application
Masterarbeit
2024

Göbler, Konstantin; Drton, Mathias; Mukherjee, Sach; Miloschewski, Anne
High-dimensional undirected graphical models for arbitrary mixed data
Electronic Journal of Statistics
2024
18
1
Jun
2339–2404