What Steps Are Used To Derive A Posterior?
Автор: The Friendly Statistician
Загружено: 2025-11-29
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Ever wondered how to unlock the secrets of Bayesian inference? This video breaks down the essential steps involved in deriving a posterior distribution, guiding you through the core of updating your beliefs with new data.
In this insightful guide, you'll discover:
► The crucial role of defining a prior distribution to represent initial beliefs.
► How to formulate the likelihood function, connecting data to model parameters.
► The application of Bayes' Theorem to combine prior knowledge with observed data.
► Methods for calculating or approximating the resulting posterior distribution.
► Interpreting the posterior to make informed statistical conclusions.
#BayesianStatistics, #PosteriorDistribution, #StatisticsExplained, #DataScience, #MachineLearning, #StatisticalModeling
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