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Who is the author of 'Bayesian Data Analysis'?
What is the purpose of using Bayes' theorem in Bayesian Data Analysis?To update prior beliefs with new dataTo confirm the correctness of experimental dataTo minimize computation timeTo maximize data storage
What is a conjugate prior in Bayesian analysis?A prior which, when combined with the likelihood, gives a posterior of the same familyA past hypothesis that has been proved wrongThe initial data set before analysisA terminology for incorrect data
What does MCMC stand for in Bayesian statistics?
What is the principle of Bayesian data analysis?
What is the goal of Bayesian model comparison?To evaluate and compare the predictive accuracies of different modelsTo eliminate all models except oneTo combine the result of all modelsTo confirm the correctness of a single model
Which sampling technique is commonly used in Bayesian analysis?
What does the posterior distribution represent in Bayesian analysis?Updated belief after considering the dataRaw data before analysisPrediction for future dataDistribution of errors
What kind of models are often used in Bayesian hierarchical modeling?
In Bayesian analysis, what is meant by 'prior'?Initial belief before seeing the dataData collected before the experimentEarly version of the software usedPrediction for future data