计算机因果建模的发展历程

Development of Computer Causal Modeling

计算机因果建模的发展经历了线性模型、单一路径机制模型和选择模型三个阶段。建模技术从原因变量选择转换至多条因果路径分析,建模理念以统计学中的相关性代替了哲学意义上的因果信念。计算机因果建模的发展历程体现了修正模型以增强协调力的改进策略,逐步破解未知的背景要素问题。

The development of computer causal modeling has gone through three stages:linear model,single path mechanism model and selection model.Modeling technology transforms from causal variable selection to multiple causal path analysis,and the concept of modelling develops from individual causality to group causality,replacing philosophical causality with relativity in statistics.The development of computer causal modeling embodies the improvement strategy of modifying the model to enhance coordination and gradually solve the problem of unknown background elements.