Journal of Computational and Graphical Statistics, Volume 26, Issue 2 (2017)

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Journal of Computational and Graphical Statistics, Volume 26, Issue 2 (2017)

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Statistical Graphics

Article
Clusters Beat Trend!? Testing Feature Hierarchy in Statistical Graphics
Susan VanderPlas & Heike Hofmann
Pages: 231-242
Published online: 24 Apr 2017
AbstractforClusters Beat Trend!? Testing Feature Hierarchy in Statistical Graphics | Full Text | References | PDF (1.1 MB) | Supplemental
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Article
Path Boxplots: A Method for Characterizing Uncertainty in Path Ensembles on a Graph
Mukund Raj, Mahsa Mirzargar, Robert Ricci, Robert M. Kirby & Ross T. Whitaker
Pages: 243-252
Published online: 24 Apr 2017
AbstractforPath Boxplots: A Method for Characterizing Uncertainty in Path Ensembles on a Graph | Full Text | References | PDF (963.4 KB) | Supplemental
  • 416 Views
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Article
The Torgegram for Fluvial Variography: Characterizing Spatial Dependence on Stream Networks
Dale L. Zimmerman & Jay M. Ver Hoef
Pages: 253-264
Published online: 24 Apr 2017
AbstractforThe Torgegram for Fluvial Variography: Characterizing Spatial Dependence on Stream Networks | Full Text | References | PDF (918.9 KB)
  • 458 Views
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Bayesian Models

Article
Semiparametric Bayesian Regression via Potts Model
Alejandro Murua & Fernando A. Quintana
Pages: 265-274
Published online: 24 Apr 2017
AbstractforSemiparametric Bayesian Regression via Potts Model | Full Text | References | PDF (784.9 KB) | Supplemental
  • 439 Views
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Article
Regression Adjustment for Noncrossing Bayesian Quantile Regression
T. Rodrigues & Y. Fan
Pages: 275-284
Published online: 24 Apr 2017
AbstractforRegression Adjustment for Noncrossing Bayesian Quantile Regression | Full Text | References | PDF (1,018.1 KB) | Supplemental
  • 640 Views
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Article
Identifying Mixtures of Mixtures Using Bayesian Estimation
Gertraud Malsiner-Walli, Sylvia Frühwirth-Schnatter & Bettina Grün
Pages: 285-295
Published online: 24 Apr 2017
AbstractforIdentifying Mixtures of Mixtures Using Bayesian Estimation | Full Text | References | PDF (741.9 KB) | Supplemental
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Open Access

Functional Data Models

Article
Combining Functional Data Registration and Factor Analysis
Cecilia Earls & Giles Hooker
Pages: 296-305
Published online: 24 Apr 2017
AbstractforCombining Functional Data Registration and Factor Analysis | Full Text | References | PDF (1.9 MB) | Supplemental
  • 480 Views
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Article
Locally Sparse Estimator for Functional Linear Regression Models
Zhenhua Lin, Jiguo Cao, Liangliang Wang & Haonan Wang
Pages: 306-318
Published online: 24 Apr 2017
AbstractforLocally Sparse Estimator for Functional Linear Regression Models | Full Text | References | PDF (1 MB) | Supplemental
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Article
Sparse Functional Dynamical Models—A Big Data Approach
Ela Sienkiewicz, Dong Song, F. Jay Breidt & Haonan Wang
Pages: 319-329
Published online: 24 Apr 2017
AbstractforSparse Functional Dynamical Models—A Big Data Approach | Full Text | References | PDF (775 KB) | Supplemental
  • 524 Views
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Article
Grouped Functional Time Series Forecasting: An Application to Age-Specific Mortality Rates
Han Lin Shang & Rob J. Hyndman
Pages: 330-343
Published online: 24 Apr 2017
AbstractforGrouped Functional Time Series Forecasting: An Application to Age-Specific Mortality Rates | Full Text | References | PDF (790.9 KB)
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Graphical Models

Article
A Semiparametric Two-Sample Hypothesis Testing Problem for Random Graphs
Minh Tang, Avanti Athreya, Daniel L. Sussman, Vince Lyzinski, Youngser Park & Carey E. Priebe
Pages: 344-354
Published online: 24 Apr 2017
AbstractforA Semiparametric Two-Sample Hypothesis Testing Problem for Random Graphs | Full Text | References | PDF (842.3 KB) | Supplemental
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Article
Sparse Steinian Covariance Estimation
Brett Naul & Jonathan Taylor
Pages: 355-366
Published online: 24 Apr 2017
AbstractforSparse Steinian Covariance Estimation | Full Text | References | PDF (890.6 KB)
  • 379 Views
  • 2 CrossRef citations
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Article
High-Dimensional Mixed Graphical Models
Jie Cheng, Tianxi Li, Elizaveta Levina & Ji Zhu
Pages: 367-378
Published online: 24 Apr 2017
AbstractforHigh-Dimensional Mixed Graphical Models | Full Text | References | PDF (909 KB)
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Algorithms

Article
Penalized Versus Constrained Generalized Eigenvalue Problems
Irina Gaynanova, James G. Booth & Martin T. Wells
Pages: 379-387
Published online: 24 Apr 2017
AbstractforPenalized Versus Constrained Generalized Eigenvalue Problems | Full Text | References | PDF (899.2 KB) | Supplemental
  • 460 Views
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Article
Composite Likelihood Inference in a Discrete Latent Variable Model for Two-Way “Clustering-by-Segmentation” Problems
Francesco Bartolucci, Francesca Chiaromonte, Prabhani Kuruppumullage Don & Bruce G. Lindsay
Pages: 388-402
Published online: 24 Apr 2017
AbstractforComposite Likelihood Inference in a Discrete Latent Variable Model for Two-Way “Clustering-by-Segmentation” Problems | Full Text | References | PDF (664.3 KB)
  • 283 Views
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Article
Programming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLE
Perry de Valpine, Daniel Turek, Christopher J. Paciorek, Clifford Anderson-Bergman, Duncan Temple Lang & Rastislav Bodik
Pages: 403-413
Published online: 24 Apr 2017
AbstractforProgramming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLE | Full Text | References | PDF (646.1 KB) | Supplemental
  • 2769 Views
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Article
Adaptive Sequential Monte Carlo for Multiple Changepoint Analysis
Nicholas A. Heard & Melissa J. M. Turcotte
Pages: 414-423
Published online: 24 Apr 2017
AbstractforAdaptive Sequential Monte Carlo for Multiple Changepoint Analysis | Full Text | References | PDF (855.1 KB) | Supplemental
  • 537 Views
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Article
Efficient Computation of Bayesian Optimal Discriminating Designs
Holger Dette, Roman Guchenko & Viatcheslav B. Melas
Pages: 424-433
Published online: 24 Apr 2017
AbstractforEfficient Computation of Bayesian Optimal Discriminating Designs | Full Text | References | PDF (492.8 KB)
  • 165 Views
  • 3 CrossRef citations
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Article
Adaptive, Delayed-Acceptance MCMC for Targets With Expensive Likelihoods
Chris Sherlock, Andrew Golightly & Daniel A. Henderson
Pages: 434-444
Published online: 24 Apr 2017
AbstractforAdaptive, Delayed-Acceptance MCMC for Targets With Expensive Likelihoods | Full Text | References | PDF (552.7 KB) | Supplemental
  • 885 Views
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Article
Divide-and-Conquer With Sequential Monte Carlo
F. Lindsten, A. M. Johansen, C. A. Naesseth, B. Kirkpatrick, T. B. Schön, J. A. D. Aston & A. Bouchard-Côté
Pages: 445-458
Published online: 24 Apr 2017
AbstractforDivide-and-Conquer With Sequential Monte Carlo | Full Text | References | PDF (839.1 KB) | Supplemental
  • 1063 Views
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Short Technical Notes

Note
FFT-Based Fast Computation of Multivariate Kernel Density Estimators With Unconstrained Bandwidth Matrices
Artur Gramacki & Jarosław Gramacki
Pages: 459-462
Published online: 24 Apr 2017
AbstractforFFT-Based Fast Computation of Multivariate Kernel Density Estimators With Unconstrained Bandwidth Matrices | Full Text | References | PDF (373.3 KB) | Supplemental
  • 360 Views
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Note
An Efficient Implementation of the EMICM Algorithm for the Interval Censored NPMLE
Clifford Anderson-Bergman
Pages: 463-467
Published online: 24 Apr 2017
AbstractforAn Efficient Implementation of the EMICM Algorithm for the Interval Censored NPMLE | Full Text | References | PDF (327.7 KB)
  • 572 Views
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