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Graphical modeling of stochastic processes driven by correlated errors
v1v2 (latest)

Graphical modeling of stochastic processes driven by correlated errors

15 May 2020
Søren Wengel Mogensen
N. Hansen
ArXiv (abs)PDFHTML

Papers citing "Graphical modeling of stochastic processes driven by correlated errors"

7 / 7 papers shown
Title
Conditional Local Independence Testing for Dynamic Causal Discovery
Conditional Local Independence Testing for Dynamic Causal Discovery
Mingzhou Liu
Xinwei Sun
Yizhou Wang
CML
24
0
0
09 Jun 2025
Identifying Drift, Diffusion, and Causal Structure from Temporal Snapshots
Identifying Drift, Diffusion, and Causal Structure from Temporal Snapshots
Vincent Guan
Joseph Janssen
Hossein Rahmani
Andrew Warren
Stephen X. Zhang
Elina Robeva
Geoffrey Schiebinger
DiffM
138
7
0
30 Oct 2024
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
Georg Manten
Cecilia Casolo
E. Ferrucci
Søren Wengel Mogensen
C. Salvi
Niki Kilbertus
CMLBDL
248
12
0
28 Feb 2024
Weak equivalence of local independence graphs
Weak equivalence of local independence graphs
Søren Wengel Mogensen
79
3
0
24 Feb 2023
Continuously Indexed Graphical Models
Continuously Indexed Graphical Models
Kartik G. Waghmare
V. Panaretos
56
1
0
05 Feb 2023
Nonparametric Conditional Local Independence Testing
Nonparametric Conditional Local Independence Testing
Alexander Mangulad Christgau
Lasse Petersen
N. Hansen
100
9
0
25 Mar 2022
Graphical continuous Lyapunov models
Graphical continuous Lyapunov models
Gherardo Varando
N. Hansen
85
18
0
21 May 2020
1