Journal of Computational and Graphical Statistics, Volume 28, Issue 2 (2019)

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Journal of Computational and Graphical Statistics, Volume 28, Issue 2 (2019)

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Original Articles

Article
An Asynchronous Distributed Expectation Maximization Algorithm for Massive Data: The DEM Algorithm
Sanvesh Srivastava, Glen DePalma & Chuanhai Liu
Pages: 233-243
Published online: 14 Nov 2018
AbstractforAn Asynchronous Distributed Expectation Maximization Algorithm for Massive Data: The DEM Algorithm | Full Text | References | PDF (1.3 MB) | EPUB | Supplemental
  • 532 Views
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Article
Data-Adaptive Estimation of Time-Varying Spectral Densities
Anne van Delft & Michael Eichler
Pages: 244-255
Published online: 05 Nov 2018
AbstractforData-Adaptive Estimation of Time-Varying Spectral Densities | Full Text | References | PDF (3.8 MB) | EPUB | Supplemental
  • 366 Views
  • 1 CrossRef citations
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Article
A Grammar for Reproducible and Painless Extract-Transform-Load Operations on Medium Data
Benjamin S. Baumer
Pages: 256-264
Published online: 29 Oct 2018
AbstractforA Grammar for Reproducible and Painless Extract-Transform-Load Operations on Medium Data | Full Text | References | PDF (1.1 MB) | EPUB | Supplemental
  • 357 Views
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Article
Detecting Changes in Slope With an L0 Penalty
Paul Fearnhead, Robert Maidstone & Adam Letchford
Pages: 265-275
Published online: 29 Oct 2018
AbstractforDetecting Changes in Slope With an L0 Penalty | Full Text | References | PDF (1.2 MB) | EPUB | Supplemental
  • 7568 Views
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Open Access
Article
Adaptive Component-Wise Multiple-Try Metropolis Sampling
Jinyoung Yang, Evgeny Levi, Radu V. Craiu & Jeffrey S. Rosenthal
Pages: 276-289
Published online: 05 Nov 2018
AbstractforAdaptive Component-Wise Multiple-Try Metropolis Sampling | Full Text | References | PDF (1.2 MB) | EPUB | Supplemental
  • 422 Views
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Article
Simultaneous Credible Regions for Multiple Changepoint Locations
Tobias Siems, Marc Hellmuth & Volkmar Liebscher
Pages: 290-298
Published online: 05 Nov 2018
AbstractforSimultaneous Credible Regions for Multiple Changepoint Locations | Full Text | References | PDF (9.9 MB) | EPUB | Supplemental
  • 187 Views
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Article
Extending ggplot2 for Linked and Animated Web Graphics
Carson Sievert, Susan VanderPlas, Jun Cai, Kevin Ferris, Faizan Uddin Fahad Khan & Toby Dylan Hocking
Pages: 299-308
Published online: 14 Nov 2018
AbstractforExtending ggplot2 for Linked and Animated Web Graphics | Full Text | References | PDF (3.7 MB) | EPUB | Supplemental
  • 493 Views
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Article
Interaction Model and Model Selection for Function-on-Function Regression
Ruiyan Luo & Xin Qi
Pages: 309-322
Published online: 07 Jan 2019
AbstractforInteraction Model and Model Selection for Function-on-Function Regression | Full Text | References | PDF (6.7 MB) | EPUB | Supplemental
  • 743 Views
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Article
Intelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion: Some Statistical and Algorithmic Theory for Adaptive-Impute
Juhee Cho, Donggyu Kim & Karl Rohe
Pages: 323-333
Published online: 13 Feb 2019
AbstractforIntelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion: Some Statistical and Algorithmic Theory for Adaptive-Impute | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
  • 379 Views
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Article
Partition Weighted Approach For Estimating the Marginal Posterior Density With Applications
Yu-Bo Wang, Ming-Hui Chen, Lynn Kuo & Paul O. Lewis
Pages: 334-349
Published online: 26 Mar 2019
AbstractforPartition Weighted Approach For Estimating the Marginal Posterior Density With Applications | Full Text | References | PDF (2.4 MB) | EPUB | Supplemental
  • 239 Views
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Article
MM Algorithms for Variance Components Models
Hua Zhou, Liuyi Hu, Jin Zhou & Kenneth Lange
Pages: 350-361
Published online: 09 Mar 2019
AbstractforMM Algorithms for Variance Components Models | Full Text | References | PDF (1.2 MB) | EPUB | Supplemental
  • 1055 Views
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Article
Node Features Adjusted Stochastic Block Model
Yun Zhang, Kehui Chen, Allan Sampson, Kai Hwang & Beatriz Luna
Pages: 362-373
Published online: 27 Feb 2019
AbstractforNode Features Adjusted Stochastic Block Model | Full Text | References | PDF (1.9 MB) | EPUB
  • 498 Views
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Article
The Offset Normal Shape Distribution for Dynamic Shape Analysis
Lara Fontanella, Luigi Ippoliti & Alfred Kume
Pages: 374-385
Published online: 18 Mar 2019
AbstractforThe Offset Normal Shape Distribution for Dynamic Shape Analysis | Full Text | References | PDF (1.8 MB) | EPUB | Supplemental
  • 188 Views
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Article
Classical Backfitting for Smooth-Backfitting Additive Models
Li-Shan Huang & Chung-Hsin Yu
Pages: 386-400
Published online: 18 Mar 2019
AbstractforClassical Backfitting for Smooth-Backfitting Additive Models | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
  • 434 Views
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Article
Efficient Algorithms for Bayesian Nearest Neighbor Gaussian Processes
Andrew O. Finley, Abhirup Datta, Bruce D. Cook, Douglas C. Morton, Hans E. Andersen & Sudipto Banerjee
Pages: 401-414
Published online: 01 Apr 2019
AbstractforEfficient Algorithms for Bayesian Nearest Neighbor Gaussian Processes | Full Text | References | PDF (2.5 MB) | EPUB | Supplemental
  • 2154 Views
  • 55 CrossRef citations
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Article
Robust and Accurate Inference via a Mixture of Gaussian and Student’s t Errors
Hyungsuk Tak, Justin A. Ellis & Sujit K. Ghosh
Pages: 415-426
Published online: 27 Feb 2019
AbstractforRobust and Accurate Inference via a Mixture of Gaussian and Student’s t Errors | Full Text | References | PDF (1.7 MB) | EPUB | Supplemental
  • 311 Views
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Article
Intrinsic Data Depth for Hermitian Positive Definite Matrices
Joris Chau, Hernando Ombao & Rainer von Sachs
Pages: 427-439
Published online: 08 Feb 2019
AbstractforIntrinsic Data Depth for Hermitian Positive Definite Matrices | Full Text | References | PDF (2.1 MB) | EPUB | Supplemental
  • 356 Views
  • 4 CrossRef citations
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Article
Differentially Private Significance Tests for Regression Coefficients
Andrés F. Barrientos, Jerome P. Reiter, Ashwin Machanavajjhala & Yan Chen
Pages: 440-453
Published online: 27 Feb 2019
AbstractforDifferentially Private Significance Tests for Regression Coefficients | Full Text | References | PDF (1.8 MB) | EPUB | Supplemental
  • 608 Views
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Article
Unified Noncrossing Multiple Quantile Regressions Tree
Jaeoh Kim, HyungJun Cho & Sungwan Bang
Pages: 454-465
Published online: 09 Mar 2019
AbstractforUnified Noncrossing Multiple Quantile Regressions Tree | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
  • 353 Views
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Short Technical Notes

Note
Fast Bootstrap Confidence Intervals for Continuous Threshold Linear Regression
Youyi Fong
Pages: 466-470
Published online: 13 Feb 2019
AbstractforFast Bootstrap Confidence Intervals for Continuous Threshold Linear Regression | Full Text | References | PDF (597.9 KB) | EPUB | Supplemental
  • 570 Views
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Note
Accelerating Bayesian Synthetic Likelihood With the Graphical Lasso
Ziwen An, Leah F. South, David J. Nott & Christopher C. Drovandi
Pages: 471-475
Published online: 19 Feb 2019
AbstractforAccelerating Bayesian Synthetic Likelihood With the Graphical Lasso | Full Text | References | PDF (740.2 KB) | EPUB | Supplemental
  • 982 Views
  • 11 CrossRef citations
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Note
Fast and Accurate Approximation of the Full Conditional for Gamma Shape Parameters
Jeffrey W. Miller
Pages: 476-480
Published online: 13 Feb 2019
AbstractforFast and Accurate Approximation of the Full Conditional for Gamma Shape Parameters | Full Text | References | PDF (891.3 KB) | EPUB | Supplemental
  • 341 Views
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Correction

Correction
Correction
Page: i
Published online: 25 Jan 2019
CitationforCorrection | Full Text | PDF (132 KB) | EPUB
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