Determining Bayesian sample size and Bayesian optimal model
Dunlei Cheng
Broschiertes Buch

Determining Bayesian sample size and Bayesian optimal model

power estimation under misclassification and variable selection for linear regression model

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This dissertation contains three topics using the Bayesian paradigm for statistical inference. The first topic is related to Bayesian sample size determination with a misclassified prevalence variable when two possibly dependent diagnostic tests are used for estimation. After accounting for the dependence structure, the required sample size will be larger than that assuming independence between the tests. The second topic is also concerned with Bayesian sample size calculation with a misclassified binary response variable. Differing from the first topic, an error-free covariate is added. Simul...