Journal of Computational and Graphical Statistics v.20 n.1 2011

ISSN 1061-8600

Editorial

Editorial: On Volume 20 and On Review Times Richard A. Levine Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 1–2. Citation | PDF (36 KB) | PDF Plus (37 KB) | Supplementary material

20th Anniversary Featured Discussion

Why Tables Are Really Much Better Than Graphs Andrew Gelman Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 3–7. Abstract | PDF (59 KB) | PDF Plus (60 KB)

Comment Howard Wainer Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 8–15. Citation | PDF (245 KB) | PDF Plus (156 KB)

Comment William M. Briggs Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 16–17. Citation | PDF (32 KB) | PDF Plus (32 KB)

Comment Michael Friendly, Ernest Kwan Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 18–27. Abstract | PDF (956 KB) | PDF Plus (189 KB)

Comment Graham Wills Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 28–35. Citation | PDF (1481 KB) | PDF Plus (580 KB)

Rejoinder Andrew Gelman Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 36–40. Citation | PDF (450 KB) | PDF Plus (173 KB)

Bayesian Computing

The Polya Tree Sampler: Toward Efficient and Automatic Independent Metropolis–Hastings Proposals Timothy E. Hanson, João V. D. Monteiro, Alejandro Jara Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 41–62. Abstract | PDF (2783 KB) | PDF Plus (2784 KB) | Supplementary material

Divide and Conquer: A Mixture-Based Approach to Regional Adaptation for MCMC Yan Bai, Radu V. Craiu, Antonio F. Di Narzo Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 63–79. Abstract | PDF (317 KB) | PDF Plus (341 KB) | Supplementary material

Bayesian Adaptive Sampling for Variable Selection and Model Averaging Merlise A. Clyde, Joyee Ghosh, Michael L. Littman Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 80–101. Abstract | PDF (1467 KB) | PDF Plus (1475 KB) | Supplementary material

Particle Learning of Gaussian Process Models for Sequential Design and Optimization Robert B. Gramacy, Nicholas G. Polson Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 102–118. Abstract | PDF (1622 KB) | PDF Plus (1623 KB) | Supplementary material

Monte Carlo Filtering of Piecewise Deterministic Processes Nick Whiteley, Adam M. Johansen, Simon Godsill Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 119–139. Abstract | PDF (321 KB) | PDF Plus (329 KB) | Supplementary material

Computational Aspects Related to Inference in Gaussian Graphical Models With the G-Wishart Prior Alex Lenkoski, Adrian Dobra Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 140–157. Abstract | PDF (307 KB) | PDF Plus (321 KB) | Supplementary material

Bayesian Analysis of Individual Choice Behavior With Aggregate Data Taeyoung Park Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 158–173. Abstract | PDF (438 KB) | PDF Plus (447 KB) | Supplementary material

Bayesian Mixtures of Autoregressive Models Sally Wood, Ori Rosen, Robert Kohn Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 174–195. Abstract | PDF (541 KB) | PDF Plus (551 KB) | Supplementary material

Bayesian Nonparametrics

Fast Bayesian Inference in Dirichlet Process Mixture Models Lianming Wang, David B. Dunson Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 196–216. Abstract | PDF (1307 KB) | PDF Plus (1321 KB) | Supplementary material

Bayesian Nonparametric Modeling for Causal Inference Jennifer L. Hill Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 217–240. Abstract | PDF (816 KB) | PDF Plus (828 KB) | Supplementary material

Posterior Simulation of Normalized Random Measure Mixtures Jim E. Griffin, Stephen G. Walker Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 241–259. Abstract | PDF (370 KB) | PDF Plus (379 KB) | Supplementary material

A Product Partition Model With Regression on Covariates Peter Müller, Fernando Quintana, Gary L. Rosner Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 260–278. Abstract | PDF (413 KB) | PDF Plus (414 KB) | Supplementary material

Recent Publications

Recent Publications in JSS Journal of Computational and Graphical Statistics Mar 2011, Vol. 20, No. 1: 279–280. Citation | PDF (36 KB) | PDF Plus (36 KB)