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Author
S.R. Bongers
Title
Causal modeling & dynamical systems
Subtitle
A new perspective on feedback
Supervisors
J.M. MooijORCID logo
Co-supervisors
M. Welling
Award date
29 June 2022
Number of pages
200
ISBN
9789464583328
Document type
PhD thesis
Faculty
Faculty of Science (FNWI)
Institute
Informatics Institute (IVI)
Abstract
In this thesis, Causal Modeling & Dynamical Systems: A New Perspective On Feedback, we propose novel solutions to causal modeling in the presence of latent confounding (“latent common causes”) and cyclic causal relationships (“feedback loops”). Our proposed solutions bridge the gap between the worlds of causal models and dynamical systems
Persistent Identifier
https://hdl.handle.net/11245.1/652541c6-8959-498c-8958-fd28f198bfdf
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