A Simulation-Intensive Approach for CheckingHierarchical

@inproceedings{ModelsDipak1998ASA,
  title={A Simulation-Intensive Approach for CheckingHierarchical},
  author={ModelsDipak and Kuntal Dey and Alan E. Gelfand and Betts Tim and Swartzand and Pantelis K. Vlachos},
  year={1998}
}
Recent computational advances have made it feasible to t hierarchical models in a wide range of serious applications. If one entertains a collection of such models for a given data set, the problems of model adequacy and model choice arise. We focus on the former. While model checking usually addresses the entire model speciication, model failures can occur at each hierarchical stage. Such failures include outliers, mean structure errors, dispersion misspeciication, and inappropriate… CONTINUE READING

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References

Publications referenced by this paper.
Showing 1-10 of 30 references

Sampling and Bayes's inference in scienti c modeling" (with dis- cussion)

G.E.P. Box
J.R. Statist. Soc., A, • 1980
View 3 Excerpts
Highly Influenced

Empirical Bayes methods for combining likelihoods" (with discus- sion)

B. Efron
J. Amer. Statist. Assoc., • 1996
View 1 Excerpt

The intrinsic Bayes factor for linear models", In: Bayesian Statistics 5, Eds: J.M

J. O. Berger, L. R. Perrichi
1996
View 1 Excerpt

The intrinsic Bayes factor for model selection and prediction

J. O. Berger, L. R. Perrichi
J. Amer. Statist. Assoc. (to appear) • 1996
View 1 Excerpt

Bayes factors

R. E. Kass, A. E. Raftery
J. Amer. Statist. Assoc., • 1995
View 1 Excerpt

Bayesian model checking using tail area probability

A. Gelman, Meng, X-L, H. S. Stern
Statistica Sinica (with discussion) • 1995
View 1 Excerpt

Bayesian model choice via Markov chain Monte Carlo

B. P. Carlin, S. Chib
J.R. Statist. Soc., B, • 1995
View 2 Excerpts

Model determination arising sampling based methods

A. E. Gelfand
Markov Chain Monte Carlo in Practice, • 1995
View 2 Excerpts

Bayesian model choice: asymptotics and exact calculations

A. E. Gelfand, D. K. Dey
J.R. Statist. Soc., B, • 1994
View 2 Excerpts

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