Search Results - subject:"Causal structure learning"

Understanding unforeseen production downtimes in manufacturing processes using log data-driven causal reasoning

Hagedorn, Christopher; Huegle, Johannes; Schlosser, Rainer - In: Journal of Intelligent Manufacturing 33 (2022) 7, pp. 2027-2043

step to include continuous variables. We enrich a commonly used causal structure learning algorithm with domain …

Persistent link: https://www.econbiz.de/10015327952

Multilayer networks for measuring interconnectedness among global stock markets through the lens of trading volume-price relationship

Xiang, Youtao; Borjigin, Sumuya - In: Global finance journal 62 (2024), pp. 1-25

Persistent link: https://www.econbiz.de/10015421476

Explaining and predicting human behavior and social dynamics in simulated virtual worlds : reproducibility, generalizability, and robustness of causal discovery methods

Volkova, Svitlana; Arendt, Dustin; Saldanha, Emily; … - In: Computational & mathematical organization theory 29 (2023) 1, pp. 220-241

Persistent link: https://www.econbiz.de/10014251664

Invariant Causal Prediction for Nonlinear Models

Heinze-Deml, Christina; Peters, Jonas; Meinshausen, Nicolai - In: Journal of Causal Inference 6 (2018) 2

Abstract An important problem in many domains is to predict how a system will respond to interventions. This task is inherently linked to estimating the system’s underlying causal structure. To this end, Invariant Causal Prediction (ICP) [ 1 ] has been proposed which learns a causal model...

Persistent link: https://www.econbiz.de/10014610861