Journal of Computational and Graphical Statistics, Volume 19, Issue 2 (2010)

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Journal of Computational and Graphical Statistics, Volume 19, Issue 2 (2010)

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Markov Chain Monte Carlo

Article
Adaptive Independent Metropolis–Hastings by Fast Estimation of Mixtures of Normals
Paolo Giordani & Robert Kohn
Pages: 243-259
Published online: 01 Jan 2012
AbstractforAdaptive Independent Metropolis–Hastings by Fast Estimation of Mixtures of Normals | PDF (262.8 KB) | Supplemental
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Article
Adaptive Mixture Modeling Metropolis Methods for Bayesian Analysis of Nonlinear State-Space Models
Jarad Niemi & Mike West
Pages: 260-280
Published online: 01 Jan 2012
AbstractforAdaptive Mixture Modeling Metropolis Methods for Bayesian Analysis of Nonlinear State-Space Models | PDF (1.3 MB) | Supplemental
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Article
Multivariate Normal Slice Sampling
Merrill W. Liechty & Jingjing Lu
Pages: 281-294
Published online: 01 Jan 2012
AbstractforMultivariate Normal Slice Sampling | PDF (480.3 KB) | Supplemental
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Article
Estimation of Bayes Factors in a Class of Hierarchical Random Effects Models Using a Geometrically Ergodic MCMC Algorithm
Hani Doss & James P. Hobert
Pages: 295-312
Published online: 01 Jan 2012
AbstractforEstimation of Bayes Factors in a Class of Hierarchical Random Effects Models Using a Geometrically Ergodic MCMC Algorithm | PDF (261.1 KB) | Supplemental
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Article
An Artificial Allocations Based Solution to the Label Switching Problem in Bayesian Analysis of Mixtures of Distributions
Panagiotis Papastamoulis & George Iliopoulos
Pages: 313-331
Published online: 01 Jan 2012
AbstractforAn Artificial Allocations Based Solution to the Label Switching Problem in Bayesian Analysis of Mixtures of Distributions | PDF (4.3 MB) | Supplemental
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Clustering

Article
Combining Mixture Components for Clustering
Jean-Patrick Baudry, Adrian E. Raftery, Gilles Celeux, Kenneth Lo & Raphaël Gottardo
Pages: 332-353
Published online: 01 Jan 2012
AbstractforCombining Mixture Components for Clustering | PDF (1.9 MB) | Supplemental
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Article
Simulating Data to Study Performance of Finite Mixture Modeling and Clustering Algorithms
Ranjan Maitra & Volodymyr Melnykov
Pages: 354-376
Published online: 01 Jan 2012
AbstractforSimulating Data to Study Performance of Finite Mixture Modeling and Clustering Algorithms | PDF (2.6 MB) | Supplemental
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Article
A k-mean-directions Algorithm for Fast Clustering of Data on the Sphere
Ranjan Maitra & Ivan P. Ramler
Pages: 377-396
Published online: 01 Jan 2012
AbstractforA k-mean-directions Algorithm for Fast Clustering of Data on the Sphere | PDF (610 KB) | Supplemental
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Article
A Generalized Single Linkage Method for Estimating the Cluster Tree of a Density
Werner Stuetzle & Rebecca Nugent
Pages: 397-418
Published online: 01 Jan 2012
AbstractforA Generalized Single Linkage Method for Estimating the Cluster Tree of a Density | PDF (568.1 KB) | Supplemental
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Analysis of Massive and High-Throughput Data

Article
Understanding GPU Programming for Statistical Computation: Studies in Massively Parallel Massive Mixtures
Marc A. Suchard, Quanli Wang, Cliburn Chan, Jacob Frelinger, Andrew Cron & Mike West
Pages: 419-438
Published online: 01 Jan 2012
AbstractforUnderstanding GPU Programming for Statistical Computation: Studies in Massively Parallel Massive Mixtures | PDF (175.2 KB) | Supplemental
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Article
Nonparametric Assessment of Contamination in Multivariate Data Using Generalized Quantile Sets and FDR
Clayton Scott & Eric Kolaczyk
Pages: 439-456
Published online: 01 Jan 2012
AbstractforNonparametric Assessment of Contamination in Multivariate Data Using Generalized Quantile Sets and FDR | PDF (748.5 KB) | Supplemental
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Article
Model Averaging via Penalized Regression for Tracking Concept Drift
Kyupil Yeon, Moon Sup Song, Yongdai Kim, Hosik Choi & Cheolwoo Park
Pages: 457-473
Published online: 01 Jan 2012
AbstractforModel Averaging via Penalized Regression for Tracking Concept Drift | PDF (419.2 KB) | Supplemental
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Article
Projection-Based Partitioning for Large, High-Dimensional Datasets
Iulian Ilies & Adalbert Wilhelm
Pages: 474-492
Published online: 01 Jan 2012
AbstractforProjection-Based Partitioning for Large, High-Dimensional Datasets | PDF (972.8 KB) | Supplemental
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Recent Publications

Announcement
Recent Publications in JSS
Pages: 493-495
Published online: 01 Jan 2012
First Page PreviewforRecent Publications in JSS | PDF (43.9 KB)
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