Journal of Computational and Graphical Statistics, Volume 26, Issue 3 (2017)

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Journal of Computational and Graphical Statistics, Volume 26, Issue 3 (2017)

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Statistical Graphics

Article
Letter-Value Plots: Boxplots for Large Data
Heike Hofmann, Hadley Wickham & Karen Kafadar
Pages: 469-477
Published online: 11 Jul 2017
AbstractforLetter-Value Plots: Boxplots for Large Data | Full Text | References | PDF (3.7 MB) | Supplemental
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Article
Model Choice and Diagnostics for Linear Mixed-Effects Models Using Statistics on Street Corners
Adam Loy, Heike Hofmann & Dianne Cook
Pages: 478-492
Published online: 27 Jul 2017
AbstractforModel Choice and Diagnostics for Linear Mixed-Effects Models Using Statistics on Street Corners | Full Text | References | PDF (7.4 MB) | Supplemental
  • 1362 Views
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Article
Designing Modular Software: A Case Study in Introductory Statistics
Eric Hare & Andee Kaplan
Pages: 493-500
Published online: 25 May 2017
AbstractforDesigning Modular Software: A Case Study in Introductory Statistics | Full Text | References | PDF (2.3 MB)
  • 551 Views
  • 2 CrossRef citations
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Article
Group-Wise Principal Component Analysis for Exploratory Data Analysis
José Camacho, Rafael A. Rodríguez-Gómez & Edoardo Saccenti
Pages: 501-512
Published online: 25 May 2017
AbstractforGroup-Wise Principal Component Analysis for Exploratory Data Analysis | Full Text | References | PDF (4.3 MB) | Supplemental
  • 1219 Views
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Article
Quantifying the Uncertainty of Contour Maps
David Bolin & Finn Lindgren
Pages: 513-524
Published online: 08 Sep 2017
AbstractforQuantifying the Uncertainty of Contour Maps | Full Text | References | PDF (4.8 MB) | Supplemental
  • 806 Views
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Optimization

Article
One-Step Estimator Paths for Concave Regularization
Matt Taddy
Pages: 525-536
Published online: 11 Apr 2017
AbstractforOne-Step Estimator Paths for Concave Regularization | Full Text | References | PDF (2 MB) | Supplemental
  • 537 Views
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Article
Tensor Decomposition With Generalized Lasso Penalties
Oscar Hernan Madrid-Padilla & James Scott
Pages: 537-546
Published online: 11 Apr 2017
AbstractforTensor Decomposition With Generalized Lasso Penalties | Full Text | References | PDF (1.4 MB) | Supplemental
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Article
Semismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression
Congrui Yi & Jian Huang
Pages: 547-557
Published online: 26 May 2017
AbstractforSemismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression | Full Text | References | PDF (818.3 KB) | Supplemental
  • 1942 Views
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Article
Monitoring Joint Convergence of MCMC Samplers
Douglas VanDerwerken & Scott C. Schmidler
Pages: 558-568
Published online: 07 Jul 2017
AbstractforMonitoring Joint Convergence of MCMC Samplers | Full Text | References | PDF (1.8 MB) | Supplemental
  • 601 Views
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Data Mining

Article
Penalized Nonparametric Scalar-on-Function Regression via Principal Coordinates
Philip T. Reiss, David L. Miller, Pei-Shien Wu & Wen-Yu Hua
Pages: 569-578
Published online: 11 Apr 2017
AbstractforPenalized Nonparametric Scalar-on-Function Regression via Principal Coordinates | Full Text | References | PDF (2.8 MB) | Supplemental
  • 754 Views
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Article
ThrEEBoost: Thresholded Boosting for Variable Selection and Prediction via Estimating Equations
Ben Brown, Christopher J. Miller & Julian Wolfson
Pages: 579-588
Published online: 11 Apr 2017
AbstractforThrEEBoost: Thresholded Boosting for Variable Selection and Prediction via Estimating Equations | Full Text | References | PDF (2.3 MB) | Supplemental
  • 336 Views
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Article
Formal Hypothesis Tests for Additive Structure in Random Forests
Lucas Mentch & Giles Hooker
Pages: 589-597
Published online: 17 Apr 2017
AbstractforFormal Hypothesis Tests for Additive Structure in Random Forests | Full Text | References | PDF (940.2 KB) | Supplemental
  • 745 Views
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Article
Finding Singular Features
Christopher Genovese, Marco Perone-Pacifico, Isabella Verdinelli & Larry Wasserman
Pages: 598-609
Published online: 17 Apr 2017
AbstractforFinding Singular Features | Full Text | References | PDF (5 MB)
  • 323 Views
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Spatio-Temporal Data

Article
High-Dimensional Multivariate Time Series With Additional Structure
Michael Schweinberger, Sergii Babkin & Katherine B. Ensor
Pages: 610-622
Published online: 25 May 2017
AbstractforHigh-Dimensional Multivariate Time Series With Additional Structure | Full Text | References | PDF (3.5 MB) | Supplemental
  • 638 Views
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Article
Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso
Alexander J. Gibberd & James D. B. Nelson
Pages: 623-634
Published online: 19 Jun 2017
AbstractforRegularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso | Full Text | References | PDF (3.2 MB) | Supplemental
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Article
Modeling Time-Varying Effects With Large-Scale Survival Data: An Efficient Quasi-Newton Approach
Kevin He, Yuan Yang, Yanming Li, Ji Zhu & Yi Li
Pages: 635-645
Published online: 18 Jul 2017
AbstractforModeling Time-Varying Effects With Large-Scale Survival Data: An Efficient Quasi-Newton Approach | Full Text | References | PDF (4 MB) | Supplemental
  • 377 Views
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Article
Approximate Bayesian Computation and Model Assessment for Repulsive Spatial Point Processes
Shinichiro Shirota & Alan E. Gelfand
Pages: 646-657
Published online: 07 Jul 2017
AbstractforApproximate Bayesian Computation and Model Assessment for Repulsive Spatial Point Processes | Full Text | References | PDF (1.7 MB) | Supplemental
  • 675 Views
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Article
A Skewed and Heavy-Tailed Latent Random Field Model for Spatial Extremes
Behzad Mahmoudian
Pages: 658-670
Published online: 11 Jul 2017
AbstractforA Skewed and Heavy-Tailed Latent Random Field Model for Spatial Extremes | Full Text | References | PDF (2.9 MB) | Supplemental
  • 313 Views
  • 9 CrossRef citations
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High-Dimensional Data

Article
A Generalized Smoother for Linear Ordinary Differential Equations
Michelle Carey, Eugene G. Gath & Kevin Hayes
Pages: 671-681
Published online: 19 Jul 2017
AbstractforA Generalized Smoother for Linear Ordinary Differential Equations | Full Text | References | PDF (1.1 MB) | Supplemental
  • 281 Views
  • 1 CrossRef citations
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Article
Precision Matrix Estimation With ROPE
M. O. Kuismin, J. T. Kemppainen & M. J. Sillanpää
Pages: 682-694
Published online: 25 May 2017
AbstractforPrecision Matrix Estimation With ROPE | Full Text | References | PDF (4.2 MB) | Supplemental
  • 953 Views
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Article
A Cross-Entropy Approach to the Estimation of Generalized Linear Multilevel Models
Marco Bee, Giuseppe Espa, Diego Giuliani & Flavio Santi
Pages: 695-708
Published online: 19 Jun 2017
AbstractforA Cross-Entropy Approach to the Estimation of Generalized Linear Multilevel Models | Full Text | References | PDF (2.5 MB) | Supplemental
  • 153 Views
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Article
Penalized Estimation in Large-Scale Generalized Linear Array Models
Adam Lund, Martin Vincent & Niels Richard Hansen
Pages: 709-724
Published online: 21 Jun 2017
AbstractforPenalized Estimation in Large-Scale Generalized Linear Array Models | Full Text | References | PDF (4.5 MB) | Supplemental
  • 334 Views
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Article
Link Prediction for Partially Observed Networks
Yunpeng Zhao, Yun-Jhong Wu, Elizaveta Levina & Ji Zhu
Pages: 725-733
Published online: 07 Jul 2017
AbstractforLink Prediction for Partially Observed Networks | Full Text | References | PDF (579.9 KB)
  • 966 Views
  • 24 CrossRef citations
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Short Technical Notes

Note
One-Step Generalized Estimating Equations With Large Cluster Sizes
Stuart Lipsitz, Garrett Fitzmaurice, Debajyoti Sinha, Nathanael Hevelone, Jim Hu & Louis L. Nguyen
Pages: 734-737
Published online: 27 Jul 2017
AbstractforOne-Step Generalized Estimating Equations With Large Cluster Sizes | Full Text | References | PDF (334.2 KB) | Supplemental
  • 535 Views
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Article
Statistically Efficient Thinning of a Markov Chain Sampler
Art B. Owen
Pages: 738-744
Published online: 01 Aug 2017
AbstractforStatistically Efficient Thinning of a Markov Chain Sampler | Full Text | References | PDF (430.7 KB) | Supplemental
  • 542 Views
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