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Bayesian statistics is the branch of statistics that employs probability theory, Bayes’ theorem, and prior probability distributions in making inferences from incomplete, noisy or uncertain data. straight from the source Bayesian statistics is a powerful tool that enables researchers to model and predict outcomes, identify and correct errors in data, and analyze relationships between variables. Bayesian statistics can also help to address some of the common problems that arise when using classical statistical methods to analyze data. One such issue is the problem of dealing with incomplete or noisy data. This happens when data is incomplete, or
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