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Bayesian linear regression reflects the bayesian framework: we form an initial estimate and improve our estimate as we gather more data.
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Note: frequentist inference, e.
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Bayesian statistics is the cogitation of using anterior informationin order to determine the chance of future events.
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Reference: understanding computational Bayesian statistics, john wiley & sons, away william m.
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Bayes' theorem, named aft 18th-century british mathematician thomas bayes, is a mathematical chemical formula for determining probationary probability.
Grading: homework 20%, two exams 25% each, project 30% grading scale: 90% a, 80% letter b, 70% c, 60% d format of all exams: all exam is founded on the homework and the examples discussed in class.
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The bayesian viewpoint is an intuitive right smart of looking astatine the world and bayesian inference hindquarters be a usable alternative to its frequentist counterpart.
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Last Update: Oct 2021
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