Pham, Viet Son
Lévy-driven causal CARMA random fields
Stochastic Processes and their Applications
2020
130
12
Dec
7547-7574

Chong, Carsten H.; Delerue, Thomas; Li, Guoying
When Frictions Are Fractional: Rough Noise in High-Frequency Data
Journal of the American Statistical Association
2025
Jan
1-14

Schwank, Richard; McCormack, Andrew; Drton, Mathias
Robust Score Matching
Preprint
2025
Jan

Strieder, David; Drton, Mathias
Dual Likelihood for Causal Inference under Structure Uncertainty
Preprint
2024

Göbler, Konstantin; Miloschewski, Anne; Drton, Mathias; Mukherjee, Sach
High-Dimensional Undirected Graphical Models for Arbitrary Mixed Data
Preprint
2022

Göbler, Konstantin; Windisch, Tobias; Drton, Mathias; Pychynski, Tim; Sonntag, Steffen; Roth, Martin
causalAssembly: Generating Realistic Production Data for Benchmarking Causal Discovery
Preprint
2023

Drton, Mathias; Grosdos, Alexandros; McCormack, Andrew
Rational Maximum Likelihood Estimators of Kronecker Covariance Matrices
Preprint
2024

Drton, Mathias; Henckel, Leonard; Hollering, Benjamin; Misra, Pratik
Faithlessness in Gaussian graphical models
Preprint
2024

Tramontano, Daniele; Drton, Mathias; Etesami, Jalal
Parameter identification in linear non-Gaussian causal models under general confounding
Preprint
2024

Tramontano, Daniele; Kivva, Yaroslav; Salehkaleybar, Saber; Drton, Mathias; Kiyavash, Negar
Causal Effect Identification in LiNGAM Models with Latent Confounders
Preprint
2024