Analytical Problem Solving Based on Causal, Correlational and Deductive Models

DOI10.1080/00031305.2021.2023633OpenAlexW4206693595MaRDI QIDQ6100004

Stefan Steiner, Jeroen de Mast, Unnamed Author, Unnamed Author

Publication date: 21 June 2023

Published in: The American Statistician (Search for Journal in Brave)

Full work available at URL: https://pure.tue.nl/ws/files/277763678/Analytical_Problem_Solving_Based_on_Causal_Correlational_and_Deductive_Models.pdf

zbMATH Keywords

problem solvingmachine learningoperations researchcausal inferencepredictive modelingbusiness analyticsprescriptive analytics

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Hierarchical model-based diagnosis based on structural abstraction
• To explain or to predict?
• Causal inference in statistics: an overview
• Constraint-based scheduling: Applying constraint programming to scheduling problems.
• Scientific method, statistical method and the speed of light.
• Statistical modeling: The two cultures. (With comments and a rejoinder).
• Outpatient appointment systems in healthcare: a review of optimization studies
• Combinatorial optimization. Theory and applications.
• Statistics and Causal Inference
• A simple on-line bin-packing algorithm
• The Road to “Root Cause”: Shop-Floor Problem-Solving at Three Auto Assembly Plants
• An Introduction to Statistical Learning
• Big data and the missing links
• Computational Complexity
• Causal Inference Using Potential Outcomes

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