Bayesian Statistics 7 Proceedings of the Seventh Valencia International Meeting

, by Bernardo, José M.; Bayarri, M. J.; Dawid, A. Philip; Berger, James O.; Heckerman, D.; Smith, A. F. M.; West, Mike

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ISBN: 9780198526155 | 0198526156
Cover: Hardcover
Copyright: 9/11/2003

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The Valencia International Meetings on Bayesian Statistics, held every four years, provide the main forum for researchers in the area of Bayesian Statistics to come together to present and discuss frontier developments in the field. The resulting Proceedings provide a definitive, up-to-dateoverview encompassing a wide range of theoretical and applied research. This seventh Proceedings containing 23 invited articles and 31 contributed papers is no exception, and will be an indispensable reference to all statisticians.

I. INVITED PAPERS (with discussion)

Bayesian Inference for Elliptical Linear Models: Conjugate Analysis and Model Comparison

(22)

Arellano-Valle R. B.

Iglesias, P. L.

Vidal I.

Hierarchical Bayesian Models for Applications in Information Retrieval

(20)

Blei, D. M.

Jordan, M. I.

Ng, A. Y.

Hierarchical Multivariate CAR Models for Spatio-Temporally Correlated Survival Data

(20)

Carlin, B. P.

Banerjee, S.

On Inferring Effects of Binary Treatments with Unobserved Confounders

(20)

Chib, S.

Bayesian Treed Generalized Linear Models

(20)

Chipman, H. A.

George, E. I.

McCulloch, R. E.

Bayesian Harmonic Models for Musical Signal Analysis

105

(20)

Davy, M.

Godsill, S. J.

Assessing the Risk of Disclosure of Confidential Categorical Data

125

(20)

Dobra, A.

Fienberg, S. E.

Trottini, M.

Bayesian and Frequentist Multiple Testing

145

(18)

Genovese, C.

Wasserman, L.

Nonparametric Inference for Mixed Poisson Processes

163

(18)

Gutierrez-Pena, E.

Nieto-Barajas, L.E.

Markov Chain Monte Carlo-based Approaches for Inference in Computationally Intensive Inverse Problems

181

(18)

Higdon, D.

Lee, H.

Holloman, C.

A Hierarchical Model for Estimating the Reliability of Complex Systems

199

(16)

Johnson, V. E.

Graves, T. L.

Hamada, M. S.

Shane Reese, C.

Rasch Models with Exchangeable Rows and Columns

215

(18)

Lauritzen, S. L.

Discrimination Based on an Odds Ratio Parameterization

233

(16)

van der Linde, A.

Osius, G.

Bayesian Clustering with Variable and Transformation Selections

249

(28)

Liu, J. S.

Zhang, J. L.

Palumbo, M. J.

Lawrence, C. E.

IID Sampling using Self-Avoiding Population Monte Carlo: The Pinball Sampler

277

(16)

Mengersen, K. L.

Robert, C. P.

A Statistical Approach to Modelling Genomic Aberrations in Cancer Cells

293

(14)

Newton, M. A.

Yang H.

Gorman, P.

Tomlinson, I.

Roylance, R.

Non-Centered Parameterizations for Hierarchical Models and Data Augmentation

307

(20)

Papaspiliopoulos, O.

Roberts, G. O.

Skold, M.

Identifying Mixtures of Regression Equations by the SAR procedure

327

(22)

Pena, D.

Rodriguez, J.

Tiao, G. C.

Global Gambling

349

(20)

Quintana, J. M.

Lourdes V.

Aguilar, O.

Liu, J.

New Tools for Consistency in Bayesian Nonparametrics

369

(16)

Salinetti, G.

Measures of Incoherence: How not to Gamble if you Must

385

(18)

Schervish, M. J.

Seidenfeld T.

Kadane, J. B.

A Nonparametric Bayesian Approach to Inverse Problems

403

(16)

Wolpert, R. L.

Ickstadt, K.

Hansen, M. B.

A Novel Framework for Tracking Groups of Objects

419

(24)

Zohar, R.

Geiger, D.

II. CONTRIBUTED PAPERS

Bayesian Modelling of Hospital Bed Occupancy Times using a Mixed Generalized Erlang Distribution

443

(10)

Ausin, M. C.

Lillo, R. E.

Ruggeri, F.

Wiper, M. P.

The Variational Bayesian EM Algorithm for Incomplete Data: With Application to Scoring Graphical Model Structures

453

(12)

Beal, M. J.

Ghahramani, Z.

Intrinsic Estimation

465

(12)

Bernardo, J. M.

Juarez, M. A.

Robust Analysis of Salamander Data, Generalized Linear Model with Random Effects

477

(8)

Choy, S. T. B.

Chan, J. S. K.

Yam, C. H. K.

A Relationship Between Randomized Manipulation and Parameter Independence

485

(8)

Daneshkhah, A.

Smith, J. Q.

Markov Random Field Extensions using State Space Models

493

(8)

Dethlefsen, C.

Bayesian Estimation of the Grade of Membership Model

501

(10)

Erosheva, E. A.

A Variant Version of the Polya-Eggenberger Urn Model

511

(8)

Esteves, L. G.

Wechsler, S.

Iglesias, P. L.

Pereira, A. L.

Multi-scale Modelling of I-D Permeability Fields

519

(10)

Ferreira, M. A. R.

West, M.

Lee, H. K. H.

Higdon, D.

Bi, Z.

Direct Bayes for Interest Parameters

529

(6)

Fraser, D. A. S.

Reid, N.

Wong, A.

Yi, G. Y.

Dynamic Lattice-Markov Spatio-Temporal Models for Environmental Data

535

(8)

Garside, L. M.

Wilkinson, D. J.

Lymphoscintigraphy of Upper Limbs: A Bayesian Framework

543

(10)

Gebousky, P.

Karny, M.

Quinn, A.

Bayesian Analysis of Matched Pairs in the Presence of Covariates

553

(12)

Giron, F. J.

Martinez, M. L.

Moreno, E.

Torres, F.

State Space Models for Density Dependence in Population Ecology

565

(12)

Jamieson, L. E.

Brooks, S. P.

A Marginal Ergodic Theorem

577

(10)

Lavine, M.

Exact Bayesian Inference for a Class of Nonlinear Systems with Application to Robotic Assembly

587

(10)

Lefebvre, T.

Gadeyne, K.

Bruyninckx, H.

De Schutter, J.

Compatible Priors for Causal Bayesian Networks

597

(10)

Leucari, V.

Consonni, G.

On the Application of Logistic Regression Modelling in Microarray Studies

607

(12)

Mertens, B. J. A.

Density Modelling and Clustering Using Dirichlet Diffusion Trees

619

(12)

Neal, R. M.

Outlier Robust Estimation of a Finite Population Total

631

(10)

Pettit, L. I.

Sugden, R. A.

Bayesian Inference for Derivative Prices

641

(10)

Polson, N. G.

Stroud, J. R.

Gaussian Processes to Speed up Hybrid Monte Carlo for Expensive Bayesian Integrals

651

(10)

Rasmussen, C. E.

Objective Bayesian Comparison of Laplace Samples from Geophysical Data

661

(10)

Rodriguez, A.

Alvarez, G.

Sanso, B.

The Markov Modulated Poisson Process and Markov Poisson Cascade with Applications to Web Traffic Modelling

671

(10)

Scott, S. L.

Smyth, P.

Modelling Bivariate Extremes in a Region

681

(10)

Smith, E. L.

Walshaw, D.

Bayesian Object Matching with Hierarchical Priors and Markov Chain Monte Carlo

691

(10)

Tamminen, T.

Lampinen, J.

Expected Utility Estimation via Cross-Validation

701

(10)

Vehtari, A.

Lampinen, J.

A Method for Sequential Optimization in Bayesian Analysis

711

(10)

Virto, M.

Martin, J.

Rios Insua, D.

Moreno Diaz, A.

Modelling Gene Expression Data over Time: Curve Clustering with Informative Prior Distributions

721

(12)

Wakefield, J. C.

Zhou, C.

Self, S. G.

Bayesian Factor Regression Models in the ``Large p. Small n'' Paradigm

733

(10)

West, M.

A Bayesian Analysis of Smooth Transitions in Trend

743

Zheng, P.

Marriott, J. M.

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Bayesian Statistics 7 Proceedings of the Seventh Valencia International Meeting

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