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Questions and Answers
What is the Bayesian interpretation of probability?
What is the Bayesian interpretation of probability?
Probability is interpreted as reasonable expectation representing a state of knowledge or as quantification of a personal belief.
How does the Bayesian view differ from frequentist inference?
How does the Bayesian view differ from frequentist inference?
In the Bayesian view, a probability is assigned to a hypothesis, whereas under frequentist inference, a hypothesis is typically tested without being assigned a probability.
What category does Bayesian probability belong to?
What category does Bayesian probability belong to?
Evidential probabilities
How is the prior probability used in Bayesian probability?
How is the prior probability used in Bayesian probability?
What is the role of new, relevant data in Bayesian probability?
What is the role of new, relevant data in Bayesian probability?
Who is the mathematician and theologian from the 18th century associated with the term Bayesian?
Who is the mathematician and theologian from the 18th century associated with the term Bayesian?
Who pioneered and popularized what is now called Bayesian probability?
Who pioneered and popularized what is now called Bayesian probability?
What are the two interpretations of Bayesian probability?
What are the two interpretations of Bayesian probability?
What do Bayesian methods use to model all sources of uncertainty in statistical models?
What do Bayesian methods use to model all sources of uncertainty in statistical models?
What is the need in Bayesian methods when determining the prior probability distribution?
What is the need in Bayesian methods when determining the prior probability distribution?
What is the sequential use of Bayes' theorem in Bayesian methods?
What is the sequential use of Bayes' theorem in Bayesian methods?
How do the objective and subjective variants of Bayesian probability mainly differ?
How do the objective and subjective variants of Bayesian probability mainly differ?
Who introduced a general version of the theorem and used it to approach problems in celestial mechanics, medical statistics, reliability, and jurisprudence?
Who introduced a general version of the theorem and used it to approach problems in celestial mechanics, medical statistics, reliability, and jurisprudence?
What was early Bayesian inference called, following Laplace's principle of insufficient reason?
What was early Bayesian inference called, following Laplace's principle of insufficient reason?
Who proved a special case of what is now called Bayes' theorem in a paper titled 'An Essay towards solving a Problem in the Doctrine of Chances'?
Who proved a special case of what is now called Bayes' theorem in a paper titled 'An Essay towards solving a Problem in the Doctrine of Chances'?
What are the two types of Bayesian probability interpretations?
What are the two types of Bayesian probability interpretations?
