概率

Todd R. Davies
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引用次数: 1461

摘要

这是一篇经过编辑和增强的关于“概率”的演讲文稿(添加了注释和参考文献),作为斯坦福大学“思维与机器”课程(SYMSYS 1/PSYCH 35/LINGUIST 35/PHIL 99)的背景材料。来自2019年7月30日录制的一段视频,作为斯坦福大学符号系统项目的教学创新与实施资助副教务长资助的一系列讲座的一部分,由伊娃·瓦莱克(Eva Wallack)进行后期制作。主题包括基本概率论、条件概率论、独立性、哲学基础、主观概率论以及人类概率判断中的启发式和偏差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Probability
This is an edited and enhanced transcript (with notes and references added) from a lecture on "Probability", prepared as background material for the Minds and Machines course (SYMSYS 1/PSYCH 35/LINGUIST 35/PHIL 99) at Stanford University. From a video recorded July 30, 2019, as part of a series of lectures funded by a Vice Provost for Teaching and Learning Innovation and Implementation Grant to the Symbolic Systems Program at Stanford, with post-production work by Eva Wallack. Topics include Basic Probability Theory, Conditional Probability, Independence, Philosophical Foundations, Subjective Probability Elicitation, and Heuristics and Biases in Human Probability Judgment.
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