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Volume 23, Issue 2

Journal of Computational and Graphical Statistics

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Journal of Computational and Graphical Statistics, Volume 23, Issue 2 (2014)

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Journal of Computational and Graphical Statistics, Volume 23, Issue 2 (2014)

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Vol 33, 2024 Vol 32, 2023 Vol 31, 2022 Vol 30, 2021 Vol 29, 2020 Vol 28, 2019 Vol 27, 2018 Vol 26, 2017 Vol 25, 2016 Vol 24, 2015 Volume 23, 2014 Vol 22, 2013 Vol 21, 2012 Vol 20, 2011 Vol 19, 2010 Vol 18, 2009 Vol 17, 2008 Vol 16, 2007 Vol 15, 2006 Vol 14, 2005 Vol 13, 2004 Vol 12, 2003 Vol 11, 2002 Vol 10, 2001 Vol 9, 2000 Vol 8, 1999 Vol 7, 1998 Vol 6, 1997 Vol 5, 1996 Vol 4, 1995 Vol 3, 1994 Vol 2, 1993 Vol 1, 1992

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Original Articles

Article

Estimation and Prediction in Spatial Models With Block Composite Likelihoods

Jo Eidsvik, Benjamin A. Shaby, Brian J. Reich, Matthew Wheeler & Jarad Niemi

Pages: 295-315

Published online: 28 Apr 2014

AbstractforEstimation and Prediction in Spatial Models With Block Composite Likelihoods | Full Text | References | PDF (676.7 KB) | Supplemental

1117 Views
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Article

Fast Kalman Filtering and Forward–Backward Smoothing via a Low-Rank Perturbative Approach

Eftychios A. Pnevmatikakis, Kamiar Rahnama Rad, Jonathan Huggins & Liam Paninski

Pages: 316-339

Published online: 28 Apr 2014

AbstractforFast Kalman Filtering and Forward–Backward Smoothing via a Low-Rank Perturbative Approach | Full Text | References | PDF (601.2 KB) | Supplemental

621 Views
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Article

Complex Region Spatial Smoother (CReSS)

L. A. S. Scott-Hayward, M. L. Mackenzie, C. R. Donovan, C. G. Walker & E. Ashe

Pages: 340-360

Published online: 28 Apr 2014

AbstractforComplex Region Spatial Smoother (CReSS) | Full Text | References | PDF (1.7 MB) | Supplemental

557 Views
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Article

Boosted Varying-Coefficient Regression Models for Product Demand Prediction

Jianqiang C. Wang & Trevor Hastie

Pages: 361-382

Published online: 28 Apr 2014

AbstractforBoosted Varying-Coefficient Regression Models for Product Demand Prediction | Full Text | References | PDF (739.4 KB) | Supplemental

634 Views
15 CrossRef citations
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Article

Two-Dimensional Solution Surface for Weighted Support Vector Machines

Seung Jun Shin, Yichao Wu & Hao Helen Zhang

Pages: 383-402

Published online: 28 Apr 2014

AbstractforTwo-Dimensional Solution Surface for Weighted Support Vector Machines | Full Text | References | PDF (690.7 KB) | Supplemental

443 Views
8 CrossRef citations
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Article

Estimating the Number of Clusters via the GUD Statistic

Jiyao Kou

Pages: 403-417

Published online: 28 Apr 2014

AbstractforEstimating the Number of Clusters via the GUD Statistic | Full Text | References | PDF (191.6 KB)

463 Views
6 CrossRef citations
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Article

Functional Data Analysis of Tree Data Objects

Dan Shen, Haipeng Shen, Shankar Bhamidi, Yolanda Muñoz Maldonado, Yongdai Kim & J. S. Marron

Pages: 418-438

Published online: 28 Apr 2014

AbstractforFunctional Data Analysis of Tree Data Objects | Full Text | References | PDF (3.6 MB) | Supplemental

814 Views
14 CrossRef citations
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Article

Sparse Covariance Matrix Estimation With Eigenvalue Constraints

Han Liu, Lie Wang & Tuo Zhao

Pages: 439-459

Published online: 28 Apr 2014

AbstractforSparse Covariance Matrix Estimation With Eigenvalue Constraints | Full Text | References | PDF (616.4 KB) | Supplemental

1495 Views
43 CrossRef citations
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Article

GLMMLasso: An Algorithm for High-Dimensional Generalized Linear Mixed Models Using ℓ₁-Penalization

Jürg Schelldorfer, Lukas Meier & Peter Bühlmann

Pages: 460-477

Published online: 28 Apr 2014

AbstractforGLMMLasso: An Algorithm for High-Dimensional Generalized Linear Mixed Models Using ℓ₁-Penalization | Full Text | References | PDF (292.7 KB) | Supplemental

2583 Views
61 CrossRef citations
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Article

Tilted Correlation Screening Learning in High-Dimensional Data Analysis

Bingqing Lin & Zhen Pang

Pages: 478-496

Published online: 28 Apr 2014

AbstractforTilted Correlation Screening Learning in High-Dimensional Data Analysis | Full Text | References | PDF (322.5 KB) | Supplemental

371 Views
8 CrossRef citations
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Article

A Monte Carlo-Adjusted Goodness-of-Fit Test for Parametric Models Describing Spatial Point Patterns

Ngoc Anh Dao & Marc G. Genton

Pages: 497-517

Published online: 28 Apr 2014

AbstractforA Monte Carlo-Adjusted Goodness-of-Fit Test for Parametric Models Describing Spatial Point Patterns | Full Text | References | PDF (461.9 KB) | Supplemental

402 Views
13 CrossRef citations
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Article

Exact Hamiltonian Monte Carlo for Truncated Multivariate Gaussians

Ari Pakman & Liam Paninski

Pages: 518-542

Published online: 28 Apr 2014

AbstractforExact Hamiltonian Monte Carlo for Truncated Multivariate Gaussians | Full Text | References | PDF (686.6 KB)

1228 Views
79 CrossRef citations
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Article

Automated Factor Slice Sampling

Matthew M. Tibbits, Chris Groendyke, Murali Haran & John C. Liechty

Pages: 543-563

Published online: 28 Apr 2014

AbstractforAutomated Factor Slice Sampling | Full Text | References | PDF (562.3 KB) | Supplemental

508 Views
26 CrossRef citations
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Article

Variational Approximation for Mixtures of Linear Mixed Models

Siew Li Tan & David J. Nott

Pages: 564-585

Published online: 28 Apr 2014

AbstractforVariational Approximation for Mixtures of Linear Mixed Models | Full Text | References | PDF (504.3 KB) | Supplemental

672 Views
10 CrossRef citations
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Abstracts

Abstract

Recent Publications in JSS

Pages: 586-588

Published online: 28 Apr 2014

First Page PreviewforRecent Publications in JSS | Full Text | PDF (44.4 KB)

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