Tutorial in Bayesian Statistics Part 1: Basics and Bayes factors

Описание к видео Tutorial in Bayesian Statistics Part 1: Basics and Bayes factors

2020.06.17
Presenter: Ronald van den Berg

Part 1 reviewed frequentist hypothesis testing (based on p values) and contrasted this approach with Bayesian hypothesis testing (using Bayes factors). Basic concepts of Bayesian statistics were reviewed (posteriors, priors, etc) and several standard hypothesis tests were discussed from both the frequentist and Bayesian perspective, including correlation, t-test, and ANOVA.

Prerequisites: basic probability theory, basic frequentist statistics

Slides: https://www.cns.nyu.edu/malab/static/...

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