Bayesian Statistics from Methods to Models and Applications

On Bayesian based adaptive confidence sets for linear functionals.- A new finite approximation for the NGG mixture model: an application to density estimation.- Distributed Estimation of Mixture Models.- Bayesian Survival Model based on Moment Characterization.- Identifying the Infectious Period Distribution for Stochastic Epidemic Models Using the Posterior Predictive Check.- A subordinated stochastic process model.- Jeffreys priors for mixture estimation.- Bayesian Variable Selection for Generalized Linear Models Using the Power-Conditional-Expected-Posterior Prior.- A new strategy for testing cosmology with simulations.- Mixture Model for Filtering Firms' Profit Rates.- Bayesian Estimation of the Aortic Stiffness based on Non-Invasive Computed Tomography Images.- Formal and Heuristic Model Averaging Methods for Predicting the US Unemployment Rate.- Bayesian Filtering for Thermal Conductivity Estimation given Temperature Observations.- Application of Interweaving in DLMs to an Exchange and Specialization Experiment.