贝叶斯模型选择和统计建模

BayesianmodelselectionisafundamentalpartoftheBayesianstatisticalmodelingprocess.Inprinciple,theBayesiananalysisisstraightforward.Specifyingthedatasamplingandpriordistributions,ajointprobabilitydistributionisusedtoexpresstherelationshipsbetweenalltheunknownsandthedatainformation.Bayesiani