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.
翻译:这份简短的论文汇编了一些哲学观点、定义和因果关系实例背后的宏大想法。这一汇编涉及四个常见的因果关系方法:即:规律性、反事实性、操纵和机制。这一简短的回顾的动机是提出简化的观点和定义,然后以经济、教育、医学、政治、物理和工程等各个领域的例子作为补充。希望这一简短的回顾能够为新的和感兴趣的读者提供方便,而他们对于因果关系和因果关系的推论知甚少。