How Are Credible Intervals Derived From The Posterior?
Автор: The Friendly Statistician
Загружено: 2025-11-29
Просмотров: 3
Ever wondered how Bayesian credible intervals, the heart of Bayesian statistics, are actually constructed from a posterior distribution? This video demystifies the process, breaking down the essential steps to understand these crucial uncertainty measures.
In this concise guide, you'll discover:
► How to interpret the posterior distribution as the foundational element for credible intervals.
► The primary methods for deriving credible intervals, including the Equal-Tailed Interval (ETI) and the Highest Density Interval (HDI).
► Key differences and use cases for ETI versus HDI in practical Bayesian analysis.
► The importance of credible intervals for quantifying uncertainty in Bayesian inference and communicating results.
#CredibleIntervals, #BayesianStatistics, #PosteriorDistribution, #StatisticalInference, #DataScience, #Probability
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