Simplifying Causality: A Brief Review of Philosophical Views and Definitions with Examples from Economics, Education, Medicine, Policy, Physics and Engineering

December 27, 2022 Β· The Cartographer Β· πŸ› She Ji: The Journal of Design, Economics and Innovation

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Authors M. Z. Naser arXiv ID 2212.13537 Category cs.AI: Artificial Intelligence Citations 1 Venue She Ji: The Journal of Design, Economics and Innovation Last Checked 4 days ago
Abstract
This short paper compiles the big ideas behind some philosophical views, definitions, and examples of causality. This collection spans the realms of the four commonly adopted approaches to causality: Humes regularity, counterfactual, manipulation, and mechanisms. This short review is motivated by presenting simplified views and definitions and then supplements them with examples from various fields, including economics, education, medicine, politics, physics, and engineering. It is the hope that this short review comes in handy for new and interested readers with little knowledge of causality and causal inference.
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