Bayesian Model Specication: Heuristics and Examples

[1]  T. Ferguson.  Prior Distributions on Spaces of Probability Measures , 1974 .

[2]  Feller William,et al.  An Introduction To Probability Theory And Its Applications , 1950 .

[3]  R. T. Cox.  Probability, frequency and reasonable expectation , 1990 .

[4]  D. Freedman.  On the Asymptotic Behavior of Bayes' Estimates in the Discrete Case , 1963 .

[5]  David Draper,et al.  Assessment and Propagation of Model Uncertainty , 2011 .

[6]  B. D. Finetti.  La prévision : ses lois logiques, ses sources subjectives , 1937 .

[7]  Frederick Mosteller,et al.  Applied Bayesian and classical inference : the case of the Federalist papers , 1984 .

[8]  David Draper,et al.  Calibration results for Bayesian model specication , 2010 .

[9]  L. Stein,et al.  Probability and the Weighing of Evidence , 1950 .

[10]  Edward E. Leamer,et al.  Specification Searches: Ad Hoc Inference with Nonexperimental Data , 1980 .

[11]  Peter Müller,et al.  DPpackage: Bayesian Semi- and Nonparametric Modeling in R , 2011 .

[12]  L. Wasserman,et al.  Computing Bayes Factors by Combining Simulation and Asymptotic Approximations , 1997 .

[13]  T. Hanson.  Inference for Mixtures of Finite Polya Tree Models , 2006 .

[14]  M. Escobar,et al.  Bayesian Density Estimation and Inference Using Mixtures , 1995 .

[15]  M. Lavine.  More Aspects of Polya Tree Distributions for Statistical Modelling , 1992 .

[16]  Milovan Krnjajic,et al.  Parametric and nonparametric Bayesian model specification: A case study involving models for count data , 2008, Comput. Stat. Data Anal..

[17]  W. Hays.  Statistics, 4th ed. , 1988 .

[18]  Frederick Mosteller,et al.  Applied Bayesian And Classical Inference , 1984 .