Bayesian Statistics from Methods to Models and Applications Research from BAYSM 2014

The Second Bayesian Young Statisticians Meeting (BAYSM 2014) and the research presented here facilitate connections among researchers using Bayesian Statistics by providing a forum for the development and exchange of ideas. WU Vienna University of Business and Economics hosted BAYSM 2014 from Septem...

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Bibliographic Details
Other Authors: Frühwirth-Schnatter, Sylvia (Editor), Bitto, Angela (Editor), Kastner, Gregor (Editor), Posekany, Alexandra (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2015, 2015
Edition:1st ed. 2015
Series:Springer Proceedings in Mathematics & Statistics
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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