Journal of Computational and Graphical Statistics, Volume 21, Issue 2 (2012)

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Journal of Computational and Graphical Statistics, Volume 21, Issue 2 (2012)

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Variable Selection

Article
Stochastic Stepwise Ensembles for Variable Selection
Lu Xin & Mu Zhu
Pages: 275-294
Published online: 14 Jun 2012
AbstractforStochastic Stepwise Ensembles for Variable Selection | Full Text | References | PDF (435.2 KB) | Supplemental
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Article
A Confidence Region Approach to Tuning for Variable Selection
Funda Gunes & Howard D. Bondell
Pages: 295-314
Published online: 14 Jun 2012
AbstractforA Confidence Region Approach to Tuning for Variable Selection | Full Text | References | PDF (313.2 KB) | Supplemental
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Article
Variable Selection for Clustering by Separability Based on Ridgelines
Hyangmin Lee & Jia Li
Pages: 315-336
Published online: 14 Jun 2012
AbstractforVariable Selection for Clustering by Separability Based on Ridgelines | Full Text | References | PDF (724.7 KB)
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Dimension Reduction

Article
Multiple Sample Data Spectroscopic Clustering of Large Datasets Using Nyström Extension
Jared Schuetter & Tao Shi
Pages: 338-360
Published online: 14 Jun 2012
AbstractforMultiple Sample Data Spectroscopic Clustering of Large Datasets Using Nyström Extension | Full Text | References | PDF (1.9 MB)
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Article
Clustering Curves on a Reduced Subspace
Stefano Antonio Gattone & Roberto Rocci
Pages: 361-379
Published online: 14 Jun 2012
AbstractforClustering Curves on a Reduced Subspace | Full Text | References | PDF (756.8 KB) | Supplemental
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Article
Theoretical Analysis of LLE Based on Its Weighting Step
Yair Goldberg & Ya’acov Ritov
Pages: 380-393
Published online: 14 Jun 2012
AbstractforTheoretical Analysis of LLE Based on Its Weighting Step | Full Text | References | PDF (636.5 KB)
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Article
Backscoring in Principal Coordinates Analysis
Julian J. Faraway
Pages: 394-412
Published online: 14 Jun 2012
AbstractforBackscoring in Principal Coordinates Analysis | Full Text | References | PDF (752.7 KB)
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Article
Symbolic Covariance Principal Component Analysis and Visualization for Interval-Valued Data
Jennifer Le-Rademacher & Lynne Billard
Pages: 413-432
Published online: 14 Jun 2012
AbstractforSymbolic Covariance Principal Component Analysis and Visualization for Interval-Valued Data | Full Text | References | PDF (787.9 KB) | Supplemental
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Spatial Analyses

Article
Tapered Covariance: Bayesian Estimation and Asymptotics
Benjamin Shaby & David Ruppert
Pages: 433-452
Published online: 14 Jun 2012
AbstractforTapered Covariance: Bayesian Estimation and Asymptotics | Full Text | References | PDF (710.7 KB) | Supplemental
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Article
Bayesian Analysis of Geostatistical Models With an Auxiliary Lattice
Jincheol Park & Faming Liang
Pages: 453-475
Published online: 14 Jun 2012
AbstractforBayesian Analysis of Geostatistical Models With an Auxiliary Lattice | Full Text | References | PDF (1.9 MB)
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Algorithmic Novelties

Article
Local Derivative-Free Approximation of Computationally Expensive Posterior Densities
Nikolay Bliznyuk, David Ruppert & Christine A. Shoemaker
Pages: 476-495
Published online: 14 Jun 2012
AbstractforLocal Derivative-Free Approximation of Computationally Expensive Posterior Densities | Full Text | References | PDF (297.7 KB) | Supplemental
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Article
Dynamic Markov Bases
Adrian Dobra
Pages: 496-517
Published online: 14 Jun 2012
AbstractforDynamic Markov Bases | Full Text | References | PDF (345.4 KB) | Supplemental
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Article
Monotonically Overrelaxed EM Algorithms
Yaming Yu
Pages: 518-537
Published online: 14 Jun 2012
AbstractforMonotonically Overrelaxed EM Algorithms | Full Text | References | PDF (451.7 KB)
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Article
Covariance Decompositions for Accurate Computation in Bayesian Scale-Usage Models
Chris Hans, Greg M. Allenby, Peter F. Craigmile, Juhee Lee, Steven N. MacEachern,Xinyi Xu
Pages: 538-557
Published online: 14 Jun 2012
AbstractforCovariance Decompositions for Accurate Computation in Bayesian Scale-Usage Models | Full Text | References | PDF (472.2 KB)
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Abstract
Recent Publications in JSS
Jan de Leeuw UCLA
Pages: 558-560
Published online: 14 Jun 2012
AbstractforRecent Publications in JSS | Full Text | PDF (51.8 KB)
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