Journal of Computational and Graphical Statistics, Volume 23, Issue 4 (2014)

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Journal of Computational and Graphical Statistics, Volume 23, Issue 4 (2014)

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ARTICLES: Sparsity

Article
Positive Semidefinite Rank-Based Correlation Matrix Estimation With Application to Semiparametric Graph Estimation
Tuo Zhao, Kathryn Roeder & Han Liu
Pages: 895-922
Published online: 20 Oct 2014
AbstractforPositive Semidefinite Rank-Based Correlation Matrix Estimation With Application to Semiparametric Graph Estimation | Full Text | References | PDF (1.1 MB) | Supplemental
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Article
A Sparse Singular Value Decomposition Method for High-Dimensional Data
Dan Yang, Zongming Ma & Andreas Buja
Pages: 923-942
Published online: 20 Oct 2014
AbstractforA Sparse Singular Value Decomposition Method for High-Dimensional Data | Full Text | References | PDF (790.7 KB) | Supplemental
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Article
Biclustering Three-Dimensional Data Arrays With Plaid Models
Shawn Mankad & George Michailidis
Pages: 943-965
Published online: 20 Oct 2014
AbstractforBiclustering Three-Dimensional Data Arrays With Plaid Models | Full Text | References | PDF (865.4 KB) | Supplemental
  • 507 Views
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Article
Sparsity Inducing Prior Distributions for Correlation Matrices of Longitudinal Data
J. T. Gaskins, M. J. Daniels & B. H. Marcus
Pages: 966-984
Published online: 20 Oct 2014
AbstractforSparsity Inducing Prior Distributions for Correlation Matrices of Longitudinal Data | Full Text | References | PDF (293.9 KB) | Supplemental
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Article
Sparse Biclustering of Transposable Data
Kean Ming Tan & Daniela M. Witten
Pages: 985-1008
Published online: 20 Oct 2014
AbstractforSparse Biclustering of Transposable Data | Full Text | References | PDF (538.6 KB) | Supplemental
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ARTICLES: Regression and Variable Selection

Article
Modified Cross-Validation for Penalized High-Dimensional Linear Regression Models
Yi Yu & Yang Feng
Pages: 1009-1027
Published online: 20 Oct 2014
AbstractforModified Cross-Validation for Penalized High-Dimensional Linear Regression Models | Full Text | References | PDF (422.9 KB) | Supplemental
  • 749 Views
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Article
Sufficient Dimension Folding for Regression Mean Function
Yuan Xue & Xiangrong Yin
Pages: 1028-1043
Published online: 20 Oct 2014
AbstractforSufficient Dimension Folding for Regression Mean Function | Full Text | References | PDF (226.9 KB) | Supplemental
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Article
Variable Selection in General Frailty Models Using Penalized H-Likelihood
Il Do Ha, Jianxin Pan, Seungyoung Oh & Youngjo Lee
Pages: 1044-1060
Published online: 20 Oct 2014
AbstractforVariable Selection in General Frailty Models Using Penalized H-Likelihood | Full Text | References | PDF (248.6 KB) | Supplemental
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ARTICLES: Bayesian Methods

Article
Bayesian Estimation of Discrete Multivariate Latent Structure Models With Structural Zeros
Daniel Manrique-Vallier & Jerome P. Reiter
Pages: 1061-1079
Published online: 20 Oct 2014
AbstractforBayesian Estimation of Discrete Multivariate Latent Structure Models With Structural Zeros | Full Text | References | PDF (242.9 KB)
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Article
Inference for SDE Models via Approximate Bayesian Computation
Umberto Picchini
Pages: 1080-1100
Published online: 20 Oct 2014
AbstractforInference for SDE Models via Approximate Bayesian Computation | Full Text | References | PDF (351.2 KB)
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Article
Bayesian Semiparametric Density Deconvolution in the Presence of Conditionally Heteroscedastic Measurement Errors
Abhra Sarkar, Bani K. Mallick, John Staudenmayer, Debdeep Pati & Raymond J. Carroll
Pages: 1101-1125
Published online: 20 Oct 2014
AbstractforBayesian Semiparametric Density Deconvolution in the Presence of Conditionally Heteroscedastic Measurement Errors | Full Text | References | PDF (418.3 KB) | Supplemental
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ARTICLES: Mixture Modeling

Article
A “Density-Based” Algorithm for Cluster Analysis Using Species Sampling Gaussian Mixture Models
Raffaele Argiento, Andrea Cremaschi & Alessandra Guglielmi
Pages: 1126-1142
Published online: 20 Oct 2014
AbstractforA “Density-Based” Algorithm for Cluster Analysis Using Species Sampling Gaussian Mixture Models | Full Text | References | PDF (581.3 KB) | Supplemental
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Article
A Sequential Algorithm for Fast Fitting of Dirichlet Process Mixture Models
Xiaole Zhang, David J. Nott, Christopher Yau & Ajay Jasra
Pages: 1143-1162
Published online: 20 Oct 2014
AbstractforA Sequential Algorithm for Fast Fitting of Dirichlet Process Mixture Models | Full Text | References | PDF (486.7 KB)
  • 521 Views
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Article
Copula-Type Estimators for Flexible Multivariate Density Modeling Using Mixtures
Minh-Ngoc Tran, Paolo Giordani, Xiuyan Mun, Robert Kohn & Michael K. Pitt
Pages: 1163-1178
Published online: 20 Oct 2014
AbstractforCopula-Type Estimators for Flexible Multivariate Density Modeling Using Mixtures | Full Text | References | PDF (341.1 KB)
  • 430 Views
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Abstracts

Abstract
Recent Publications in JSS
Pages: 1179-1181
Published online: 20 Oct 2014
First Page PreviewforRecent Publications in JSS | Full Text | PDF (48.2 KB)
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Miscellaneous

Editorial Collaborators
Pages: 1182-1185
Published online: 20 Oct 2014
First Page PreviewforEditorial Collaborators | Full Text | PDF (40.6 KB)
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Free Access
EOV Editorial Board
Page: ebi
Published online: 20 Oct 2014
CitationforEOV Editorial Board | Full Text | PDF (101 KB)
  • 184 Views
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