Introduction to Statistical Philosophy

This video lecture and slide set presents a pragmatic statistical philosophy, including both frequentist and Bayesian ideas as well as providing careful definitions of inference, hypothesis testing, and P values.<br><br>Latest slide set with video, MMED 2017:- 'Dushoff-StatsPhilosophy.pdf'- 'Dushoff-Intro to Statistical Philosophy.mp4'<br>Latest slide set, MMED 2018:'DushoffStatisticalPhilosophyMMED2018.pdf'本视频讲座及配套幻灯片集系统阐释实用主义统计哲学，涵盖频率学派（frequentist）与贝叶斯学派（Bayesian）的核心理论，并对统计推断（inference）、假设检验（hypothesis testing）及P值（P values）作出严谨规范的定义。<br><br>2017年配套视频的最新幻灯片集（MMED 2017）：<br>- 《Dushoff-StatsPhilosophy.pdf》<br>- 《Dushoff-Intro to Statistical Philosophy.mp4》<br>2018年最新幻灯片集（MMED 2018）：《DushoffStatisticalPhilosophyMMED2018.pdf》