Journal of Computational and Graphical Statistics, Volume 30, Issue 1 (2021)

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Journal of Computational and Graphical Statistics, Volume 30, Issue 1 (2021)

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Articles

Article
Generalized Spatially Varying Coefficient Models
Myungjin Kim & Li Wang
Pages: 1-10
Published online: 19 May 2020
AbstractforGeneralized Spatially Varying Coefficient Models | Full Text | References | PDF (3.1 MB) | EPUB | Supplemental
  • 1736 Views
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Article
Massive Parallelization Boosts Big Bayesian Multidimensional Scaling
Andrew J. Holbrook, Philippe Lemey, Guy Baele, Simon Dellicour, Dirk Brockmann, Andrew Rambaut & Marc A. Suchard
Pages: 11-24
Published online: 08 Jun 2020
AbstractforMassive Parallelization Boosts Big Bayesian Multidimensional Scaling | Full Text | References | PDF (1.9 MB) | EPUB
  • 582 Views
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Article
Efficient Parameter Sampling for Markov Jump Processes
Boqian Zhang & Vinayak Rao
Pages: 25-42
Published online: 08 Jun 2020
AbstractforEfficient Parameter Sampling for Markov Jump Processes | Full Text | References | PDF (4.1 MB) | EPUB | Supplemental
  • 328 Views
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Article
Identifying Heterogeneous Effect Using Latent Supervised Clustering With Adaptive Fusion
Jingxiang Chen, Quoc Tran-Dinh, Michael R. Kosorok & Yufeng Liu
Pages: 43-54
Published online: 30 Jun 2020
AbstractforIdentifying Heterogeneous Effect Using Latent Supervised Clustering With Adaptive Fusion | Full Text | References | PDF (1.3 MB) | EPUB | Supplemental
  • 700 Views
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Article
Delayed Acceptance ABC-SMC
Richard G. Everitt & Paulina A. Rowińska
Pages: 55-66
Published online: 09 Jul 2020
AbstractforDelayed Acceptance ABC-SMC | Full Text | References | PDF (2 MB) | EPUB | Supplemental
  • 1443 Views
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Open Access
Article
Surrogate Residuals for Discrete Choice Models
Chao Cheng, Rui Wang & Heping Zhang
Pages: 67-77
Published online: 09 Jul 2020
AbstractforSurrogate Residuals for Discrete Choice Models | Full Text | References | PDF (1.8 MB) | EPUB | Supplemental
  • 508 Views
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Article
Illumination Depth
Stanislav Nagy & Jiří Dvořák
Pages: 78-90
Published online: 09 Jul 2020
AbstractforIllumination Depth | Full Text | References | PDF (1.9 MB) | EPUB | Supplemental
  • 183 Views
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Article
Bayesian Spatial Clustering of Extremal Behavior for Hydrological Variables
Christian Rohrbeck & Jonathan A. Tawn
Pages: 91-105
Published online: 09 Jul 2020
AbstractforBayesian Spatial Clustering of Extremal Behavior for Hydrological Variables | Full Text | References | PDF (2.3 MB) | EPUB | Supplemental
  • 418 Views
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Article
Optimal Sampling for Generalized Linear Models Under Measurement Constraints
Tao Zhang, Yang Ning & David Ruppert
Pages: 106-114
Published online: 20 Jul 2020
AbstractforOptimal Sampling for Generalized Linear Models Under Measurement Constraints | Full Text | References | PDF (1.5 MB) | EPUB | Supplemental
  • 573 Views
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Article
Sparse Single Index Models for Multivariate Responses
Yuan Feng, Luo Xiao & Eric C. Chi
Pages: 115-124
Published online: 28 Jul 2020
AbstractforSparse Single Index Models for Multivariate Responses | Full Text | References | PDF (1.5 MB) | EPUB | Supplemental
  • 931 Views
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Article
MCVIS: A New Framework for Collinearity Discovery, Diagnostic, and Visualization
Chen Lin, Kevin Wang & Samuel Mueller
Pages: 125-132
Published online: 30 Jul 2020
AbstractforMCVIS: A New Framework for Collinearity Discovery, Diagnostic, and Visualization | Full Text | References | PDF (4 MB) | EPUB | Supplemental
  • 456 Views
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Article
U-Statistical Inference for Hierarchical Clustering
Marcio Valk & Gabriela Bettella Cybis
Pages: 133-143
Published online: 25 Aug 2020
AbstractforU-Statistical Inference for Hierarchical Clustering | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
  • 362 Views
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Article
Model Interpretation Through Lower-Dimensional Posterior Summarization
Spencer Woody, Carlos M. Carvalho & Jared S. Murray
Pages: 144-161
Published online: 24 Aug 2020
AbstractforModel Interpretation Through Lower-Dimensional Posterior Summarization | Full Text | References | PDF (3.6 MB) | EPUB | Supplemental
  • 831 Views
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Article
An Efficient Algorithm for Minimizing Multi Non-Smooth Component Functions
Minh Pham, Anh Ninh, Hoang Le & Yufeng Liu
Pages: 162-170
Published online: 29 Sep 2020
AbstractforAn Efficient Algorithm for Minimizing Multi Non-Smooth Component Functions | Full Text | References | PDF (1.3 MB) | EPUB | Supplemental
  • 205 Views
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Article
Model-Free Variable Selection With Matrix-Valued Predictors
Zeda Li & Yuexiao Dong
Pages: 171-181
Published online: 28 Sep 2020
AbstractforModel-Free Variable Selection With Matrix-Valued Predictors | Full Text | References | PDF (1.3 MB) | EPUB | Supplemental
  • 459 Views
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Article
Spectrally Sparse Nonparametric Regression via Elastic Net Regularized Smoothers
Nathaniel E. Helwig
Pages: 182-191
Published online: 29 Sep 2020
AbstractforSpectrally Sparse Nonparametric Regression via Elastic Net Regularized Smoothers | Full Text | References | PDF (2.1 MB) | EPUB | Supplemental
  • 389 Views
  • 1 CrossRef citations
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Article
Trace Ratio Optimization for High-Dimensional Multi-Class Discrimination
Jeongyoun Ahn, Hee Cheol Chung & Yongho Jeon
Pages: 192-203
Published online: 29 Sep 2020
AbstractforTrace Ratio Optimization for High-Dimensional Multi-Class Discrimination | Full Text | References | PDF (2.1 MB) | EPUB | Supplemental
  • 533 Views
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Article
Dimension Reduction for Outlier Detection Using DOBIN
Sevvandi Kandanaarachchi & Rob J. Hyndman
Pages: 204-219
Published online: 28 Sep 2020
AbstractforDimension Reduction for Outlier Detection Using DOBIN | Full Text | References | PDF (3.3 MB) | EPUB | Supplemental
  • 509 Views
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Article
Functional Regression for Densely Observed Data With Novel Regularization
Ruiyan Luo & Xin Qi
Pages: 220-235
Published online: 28 Sep 2020
AbstractforFunctional Regression for Densely Observed Data With Novel Regularization | Full Text | References | PDF (3.8 MB) | EPUB | Supplemental
  • 380 Views
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Article
Fast Search and Estimation of Bayesian Nonparametric Mixture Models Using a Classification Annealing EM Algorithm
George Karabatsos
Pages: 236-247
Published online: 30 Sep 2020
AbstractforFast Search and Estimation of Bayesian Nonparametric Mixture Models Using a Classification Annealing EM Algorithm | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
  • 320 Views
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Reviewer List

JCGS Editorial Collaborators
Pages: i-iii
Published online: 25 Mar 2021
First Page PreviewforJCGS Editorial Collaborators | Full Text | PDF (287.3 KB) | EPUB
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