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  Subjects -> STATISTICS (Total: 130 journals)
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Journal of Computational & Graphical Statistics
Journal Prestige (SJR): 3.135
Citation Impact (citeScore): 2
Number of Followers: 21  
 
  Full-text available via subscription Subscription journal
ISSN (Print) 1061-8600 - ISSN (Online) 1537-2715
Published by Taylor and Francis Homepage  [2651 journals]
  • Regularized Linear Programming Discriminant Rule with Folded Concave
           Penalty for Ultrahigh-Dimensional Data

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      Authors: Changcheng Li, Runze Li, Jiawei Wen, Songshan Yang, Xiang Zhan
      Pages: 1 - 9
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-12-01T05:31:51Z
      DOI: 10.1080/10618600.2022.2143785
       
  • A Reproducing Kernel Hilbert Space Framework for Functional Classification

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      Authors: Peijun Sang, Adam B. Kashlak, Linglong Kong
      Pages: 1 - 9
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-30T09:57:35Z
      DOI: 10.1080/10618600.2022.2138407
       
  • Transfer Learning of Individualized Treatment Rules from Experimental to
           Real-World Data

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      Authors: Lili Wu, Shu Yang
      Pages: 1 - 10
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-30T09:47:45Z
      DOI: 10.1080/10618600.2022.2141752
       
  • Hybrid Kronecker Product Decomposition and Approximation

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      Authors: Chencheng Cai, Rong Chen, Han Xiao
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-28T07:59:03Z
      DOI: 10.1080/10618600.2022.2134873
       
  • Eye Fitting Straight Lines in the Modern Era

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      Authors: Emily A. Robinson, Reka Howard, Susan VanderPlas
      Pages: 1 - 8
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-21T08:51:42Z
      DOI: 10.1080/10618600.2022.2140668
       
  • Spectral Clustering via Adaptive Layer Aggregation for Multi-Layer
           Networks

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      Authors: Sihan Huang, Haolei Weng, Yang Feng
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-21T08:44:19Z
      DOI: 10.1080/10618600.2022.2134874
       
  • Bayesian Tree-Structured Two-Level Clustering for Nested Data Analysis

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      Authors: Yinqiao Yan, Xiangyu Luo
      Pages: 1 - 10
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-14T09:44:05Z
      DOI: 10.1080/10618600.2022.2130927
       
  • A Dirichlet Model of Alignment Cost in Mixed-Membership Unsupervised
           Clustering

         This is an Open Access Article Open Access Article

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      Authors: Xiran Liu, Naama M. Kopelman, Noah A. Rosenberg
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-14T09:41:00Z
      DOI: 10.1080/10618600.2022.2127739
       
  • Beyond Linear Dynamic Functional Connectivity: A Vine Copula Change Point
           Model

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      Authors: Xin Xiong, Ivor Cribben
      Pages: 1 - 20
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-14T09:39:07Z
      DOI: 10.1080/10618600.2022.2127738
       
  • Fast Marginal Likelihood Estimation of Penalties for Group-Adaptive
           Elastic Net

         This is an Open Access Article Open Access Article

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      Authors: Mirrelijn M. van Nee, Tim van de Brug, Mark A. van de Wiel
      Pages: 1 - 11
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-10T05:44:27Z
      DOI: 10.1080/10618600.2022.2128809
       
  • Locally Sparse Function-on-Function Regression

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      Authors: Mauro Bernardi, Antonio Canale, Marco Stefanucci
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-09T04:16:47Z
      DOI: 10.1080/10618600.2022.2130926
       
  • Asynchronous and Distributed Data Augmentation for Massive Data Settings

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      Authors: Jiayuan Zhou, Kshitij Khare, Sanvesh Srivastava
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-08T09:57:48Z
      DOI: 10.1080/10618600.2022.2130928
       
  • Vecchia-Approximated Deep Gaussian Processes for Computer Experiments

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      Authors: Annie Sauer, Andrew Cooper, Robert B. Gramacy
      Pages: 1 - 14
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-08T05:17:18Z
      DOI: 10.1080/10618600.2022.2129662
       
  • Gibbs Priors for Bayesian Nonparametric Variable Selection with Weak
           Learners

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      Authors: Antonio R. Linero, Junliang Du
      Pages: 1 - 14
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-11-04T07:55:07Z
      DOI: 10.1080/10618600.2022.2142594
       
  • Implicit Copula Variational Inference

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      Authors: Michael Stanley Smith, Rubén Loaiza-Maya
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-31T11:40:36Z
      DOI: 10.1080/10618600.2022.2119987
       
  • Finite Mixtures of Multivariate Wrapped Normal Distributions for Model
           Based Clustering of p-Torus Data

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      Authors: Luca Greco, Pier Luigi Novi Inverardi, Claudio Agostinelli
      Pages: 1 - 14
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-28T07:44:32Z
      DOI: 10.1080/10618600.2022.2128808
       
  • Meta Clustering for Collaborative Learning

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      Authors: Chenglong Ye, Reza Ghanadan, Jie Ding
      Pages: 1 - 10
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-27T06:24:59Z
      DOI: 10.1080/10618600.2022.2126484
       
  • On Data Augmentation for Models Involving Reciprocal Gamma Functions

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      Authors: Yasuyuki Hamura, Kaoru Irie, Shonosuke Sugasawa
      Pages: 1 - 9
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-27T06:14:55Z
      DOI: 10.1080/10618600.2022.2119988
       
  • Efficient Posterior Sampling for Bayesian Poisson Regression

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      Authors: Laura D’Angelo, Antonio Canale
      Pages: 1 - 10
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-24T08:10:07Z
      DOI: 10.1080/10618600.2022.2123337
       
  • Testing Biased Randomization Assumptions and Quantifying Imperfect
           Matching and Residual Confounding in Matched Observational Studies

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      Authors: Kan Chen, Siyu Heng, Qi Long, Bo Zhang
      Pages: 1 - 11
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-19T02:53:45Z
      DOI: 10.1080/10618600.2022.2116447
       
  • Stability Approach to Regularization Selection for Reduced-Rank Regression

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      Authors: Canhong Wen, Qin Wang, Yuan Jiang
      Pages: 1 - 11
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-14T07:25:18Z
      DOI: 10.1080/10618600.2022.2119986
       
  • Scaled Torus Principal Component Analysis

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      Authors: Pavlos Zoubouloglou, Eduardo García-Portugués, J. S. Marron
      Pages: 1 - 12
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-14T07:19:11Z
      DOI: 10.1080/10618600.2022.2119985
       
  • Robust Multivariate Lasso Regression with Covariance Estimation

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      Authors: Le Chang, A. H. Welsh
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-14T07:09:32Z
      DOI: 10.1080/10618600.2022.2118752
       
  • Pseudo-Marginal Inference for CTMCs on Infinite Spaces via Monotonic
           Likelihood Approximations

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      Authors: Miguel Biron-Lattes, Alexandre Bouchard-Côté, Trevor Campbell
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-14T07:07:44Z
      DOI: 10.1080/10618600.2022.2118750
       
  • Distributed Decoding From Heterogeneous 1-Bit Compressive Measurements

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      Authors: Canyi Chen, Liping Zhu
      Pages: 1 - 11
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-14T07:03:07Z
      DOI: 10.1080/10618600.2022.2118751
       
  • Statistical Analysis of Locally Parameterized Shapes
         This is an Open Access Article Open Access Article

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      Authors: Mohsen Taheri, Jörn Schulz
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-14T07:01:35Z
      DOI: 10.1080/10618600.2022.2116445
       
  • Optimal Integrating Learning for Split Questionnaire Design Type Data

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      Authors: Cunjie Lin, Jingfu Peng, Yichen Qin, Yang Li, Yuhong Yang
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-14T06:57:19Z
      DOI: 10.1080/10618600.2022.2118753
       
  • Convergence of Position-Dependent MALA with Application to Conditional
           Simulation in GLMMs

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      Authors: Vivekananda Roy, Lijin Zhang
      Pages: 1 - 12
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-14T06:55:08Z
      DOI: 10.1080/10618600.2022.2118128
       
  • Correction

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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-12T04:48:13Z
      DOI: 10.1080/10618600.2022.2129213
       
  • Accelerated Componentwise Gradient Boosting Using Efficient Data
           Representation and Momentum-Based Optimization

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      Authors: Daniel Schalk, Bernd Bischl, David Rügamer
      Pages: 1 - 11
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-11T04:30:33Z
      DOI: 10.1080/10618600.2022.2116446
       
  • Practical Network Modeling via Tapered Exponential-Family Random Graph
           Models

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      Authors: Bart Blackburn, Mark S. Handcock
      Pages: 1 - 14
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-11T04:27:11Z
      DOI: 10.1080/10618600.2022.2116444
       
  • Linear Manifold Modeling and Graph Estimation based on Multivariate
           Functional Data with Different Coarseness Scales

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      Authors: Eugen Pircalabelu, Gerda Claeskens
      Pages: 1 - 10
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-11T04:22:48Z
      DOI: 10.1080/10618600.2022.2108818
       
  • Multivariate Conway-Maxwell-Poisson Distribution: Sarmanov Method and
           Doubly Intractable Bayesian Inference

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      Authors: Luiza S. C. Piancastelli, Nial Friel, Wagner Barreto-Souza, Hernando Ombao
      Pages: 1 - 18
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-07T09:36:01Z
      DOI: 10.1080/10618600.2022.2116443
       
  • Fast Multilevel Functional Principal Component Analysis

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      Authors: Erjia Cui, Ruonan Li, Ciprian M. Crainiceanu, Luo Xiao
      Pages: 1 - 12
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-07T09:27:23Z
      DOI: 10.1080/10618600.2022.2115500
       
  • Cross-Validated Loss-based Covariance Matrix Estimator Selection in High
           Dimensions

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      Authors: Philippe Boileau, Nima S. Hejazi, Mark J. van der Laan, Sandrine Dudoit
      Pages: 1 - 12
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-07T09:23:46Z
      DOI: 10.1080/10618600.2022.2110883
       
  • Copulas and Histogram-Valued Data

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      Authors: Honghe Jin, Lynne Billard
      Pages: 1 - 50
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-07T09:17:53Z
      DOI: 10.1080/10618600.2022.2107535
       
  • A Stochastic Approximation-Langevinized Ensemble Kalman Filter Algorithm
           for State Space Models with Unknown Parameters

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      Authors: Tianning Dong, Peiyi Zhang, Faming Liang
      Pages: 1 - 22
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-07T09:11:13Z
      DOI: 10.1080/10618600.2022.2107531
       
  • A Bayesian Singular Value Decomposition Procedure for Missing Data
           Imputation

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      Authors: Ruoshui Zhai, Roee Gutman
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-07T09:09:45Z
      DOI: 10.1080/10618600.2022.2107534
       
  • Ultra-Fast Approximate Inference Using Variational Functional Mixed Models

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      Authors: Shuning Huo, Jeffrey S. Morris, Hongxiao Zhu
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-04T08:30:06Z
      DOI: 10.1080/10618600.2022.2107532
       
  • Estimation of the Spatial Weighting Matrix for Spatiotemporal Data under
           the Presence of Structural Breaks

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      Authors: Philipp Otto, Rick Steinert
      Pages: 1 - 16
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-04T08:20:26Z
      DOI: 10.1080/10618600.2022.2107530
       
  • Using CVX to Construct Optimal Designs for Biomedical Studies with
           Multiple Objectives

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      Authors: Weng Kee Wong, Julie Zhou
      Pages: 1 - 10
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-10-04T08:15:43Z
      DOI: 10.1080/10618600.2022.2104858
       
  • Template Independent Component Analysis with Spatial Priors for Accurate
           Subject-Level Brain Network Estimation and Inference

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      Authors: Amanda F. Mejia, David Bolin, Yu Ryan Yue, Jiongran Wang, Brian S. Caffo, Mary Beth Nebel
      Pages: 1 - 21
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-27T05:17:10Z
      DOI: 10.1080/10618600.2022.2104289
       
  • Joint Modeling of Longitudinal Imaging and Survival Data

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      Authors: Kai Kang, Xin Yuan Song
      Pages: 1 - 11
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-27T05:11:08Z
      DOI: 10.1080/10618600.2022.2102027
       
  • Micro–Macro Changepoint Inference for Periodic Data Sequences
         This is an Open Access Article Open Access Article

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      Authors: Anastasia Ushakova, Simon A. Taylor, Rebecca Killick
      Pages: 1 - 11
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-27T05:00:41Z
      DOI: 10.1080/10618600.2022.2104288
       
  • Mixture of Linear Models Co-supervised by Deep Neural Networks

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      Authors: Beomseok Seo, Lin Lin, Jia Li
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-27T03:18:33Z
      DOI: 10.1080/10618600.2022.2107533
       
  • A Simple Algorithm for Exact Multinomial Tests
         This is an Open Access Article Open Access Article

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      Authors: Johannes Resin
      Pages: 1 - 12
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-21T07:15:08Z
      DOI: 10.1080/10618600.2022.2102026
       
  • Design Principles for Data Analysis
         This is an Open Access Article Open Access Article

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      Authors: Lucy D’Agostino McGowan, Roger D. Peng, Stephanie C. Hicks
      Pages: 1 - 8
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-19T04:14:12Z
      DOI: 10.1080/10618600.2022.2104290
       
  • Variable Screening for Sparse Online Regression
         This is an Open Access Article Open Access Article

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      Authors: Jingwei Liang, Clarice Poon
      Pages: 1 - 19
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-15T10:06:29Z
      DOI: 10.1080/10618600.2022.2099872
       
  • Nonstationary Gaussian Process Discriminant Analysis With Variable
           Selection for High-Dimensional Functional Data

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      Authors: Weichang Yu, Sara Wade, Howard D. Bondell, Lamiae Azizi
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-14T07:15:20Z
      DOI: 10.1080/10618600.2022.2098136
       
  • Triangular Concordance Learning of Networks

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      Authors: Jiaqi Gu, Guosheng Yin
      Pages: 1 - 14
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-12T04:17:43Z
      DOI: 10.1080/10618600.2022.2099405
       
  • Deep Learning With Functional Inputs

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      Authors: Barinder Thind, Kevin Multani, Jiguo Cao
      Pages: 1 - 10
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-06T04:03:52Z
      DOI: 10.1080/10618600.2022.2097914
       
  • More Powerful Selective Inference for the Graph Fused Lasso

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      Authors: Yiqun Chen, Sean Jewell, Daniela Witten
      Pages: 1 - 11
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-06T03:58:47Z
      DOI: 10.1080/10618600.2022.2097246
       
  • Mutually Exciting Point Process Graphs for Modeling Dynamic Networks
         This is an Open Access Article Open Access Article

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      Authors: Francesco Sanna Passino, Nicholas A. Heard
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-06T03:54:21Z
      DOI: 10.1080/10618600.2022.2096048
       
  • Streamlined Variational Inference for Linear Mixed Models with Crossed
           Random Effects

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      Authors: Marianne Menictas, Gioia Di Credico, Matt P. Wand
      Pages: 1 - 17
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-09-01T07:50:33Z
      DOI: 10.1080/10618600.2022.2096622
       
  • Multiway Sparse Distance Weighted Discrimination

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      Authors: Bin Guo, Lynn E. Eberly, Pierre-Gilles Henry, Christophe Lenglet, Eric F. Lock
      Pages: 1 - 14
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-08-30T05:43:51Z
      DOI: 10.1080/10618600.2022.2099404
       
  • A Nearest Neighbor Open-Set Classifier based on Excesses of Distance
           Ratios

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      Authors: Matthys Lucas Steyn, Tertius de Wet, Bernard De Baets, Stijn Luca
      Pages: 1 - 10
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-08-30T01:49:18Z
      DOI: 10.1080/10618600.2022.2096621
       
  • Exact Bayesian Inference for Discretely Observed Markov Jump Processes
           Using Finite Rate Matrices

         This is an Open Access Article Open Access Article

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      Authors: Chris Sherlock, Andrew Golightly
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-08-09T08:41:45Z
      DOI: 10.1080/10618600.2022.2093886
       
  • Predictive Subdata Selection for Computer Models

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      Authors: Ming-Chung Chang
      Pages: 1 - 18
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-25T03:05:41Z
      DOI: 10.1080/10618600.2022.2097247
       
  • Fast, Scalable Approximations to Posterior Distributions in Extended
           Latent Gaussian Models

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      Authors: Alex Stringer, Patrick Brown, Jamie Stafford
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-21T06:33:34Z
      DOI: 10.1080/10618600.2022.2099403
       
  • Exact Bayesian Inference for Level-Set Cox Processes with Piecewise
           Constant Intensity Function

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      Authors: Flávio B. Gonçalves, Bárbara C. C. Dias
      Pages: 1 - 18
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-21T06:28:19Z
      DOI: 10.1080/10618600.2022.2092117
       
  • K-CDFs: A Nonparametric Clustering Algorithm via Cumulative Distribution
           Function

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      Authors: Jicai Liu, Jinhong Li, Riquan Zhang
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-21T06:28:10Z
      DOI: 10.1080/10618600.2022.2091575
       
  • DeepMoM: Robust Deep Learning With Median-of-Means

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      Authors: Shih-Ting Huang, Johannes Lederer
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-19T05:28:44Z
      DOI: 10.1080/10618600.2022.2090947
       
  • High-Dimensional Multi-Task Learning using Multivariate Regression and
           Generalized Fiducial Inference

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      Authors: Zhenyu Wei, Thomas C. M. Lee
      Pages: 1 - 15
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-19T05:22:06Z
      DOI: 10.1080/10618600.2022.2090946
       
  • Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance
           Matrices of Replicated Time Series

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      Authors: Aramayis Dallakyan, Mohsen Pourahmadi
      Pages: 1 - 14
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-19T05:18:14Z
      DOI: 10.1080/10618600.2022.2090367
       
  • Comparing Two Samples Through Stochastic Dominance: A Graphical Approach

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      Authors: Etor Arza, Josu Ceberio, Ekhiñe Irurozki, Aritz Pérez
      Pages: 1 - 16
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-19T05:01:43Z
      DOI: 10.1080/10618600.2022.2084405
       
  • Numerical Tolerance for Spectral Decompositions of Random Matrices and
           Applications to Network Inference

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      Authors: Avanti Athreya, Zachary Lubberts, Carey E. Priebe, Youngser Park, Minh Tang, Vince Lyzinski, Michael Kane, Bryan W. Lewis
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-19T04:54:33Z
      DOI: 10.1080/10618600.2022.2082972
       
  • An Optimal Transport Approach for Selecting a Representative Subsample
           with Application in Efficient Kernel Density Estimation

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      Authors: Jingyi Zhang, Cheng Meng, Jun Yu, Mengrui Zhang, Wenxuan Zhong, Ping Ma
      Pages: 1 - 11
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-05T06:25:41Z
      DOI: 10.1080/10618600.2022.2084404
       
  • Semi-Complete Data Augmentation for Efficient State Space Model Fitting
         This is an Open Access Article Open Access Article

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      Authors: Agnieszka Borowska, Ruth King
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-07-05T04:55:52Z
      DOI: 10.1080/10618600.2022.2077350
       
  • Popularity Adjusted Block Models are Generalized Random Dot Product Graphs

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      Authors: John Koo, Minh Tang, Michael W. Trosset
      Pages: 1 - 14
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-29T01:52:02Z
      DOI: 10.1080/10618600.2022.2081576
       
  • Bayesian Kernel Two-Sample Testing
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      Authors: Qinyi Zhang, Veit Wild, Sarah Filippi, Seth Flaxman, Dino Sejdinovic
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-29T01:46:48Z
      DOI: 10.1080/10618600.2022.2067547
       
  • Analysis of Professional Basketball Field Goal Attempts via a Bayesian
           Matrix Clustering Approach

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      Authors: Fan Yin, Guanyu Hu, Weining Shen
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-29T01:40:17Z
      DOI: 10.1080/10618600.2022.2085727
       
  • Model Checking for Logistic Models When the Number of Parameters Tends to
           Infinity

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      Authors: Xinmin Li, Feifei Chen, Hua Liang, David Ruppert
      Pages: 1 - 11
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-29T01:35:59Z
      DOI: 10.1080/10618600.2022.2084403
       
  • Efficient Optimization of Partition Scan Statistics via the Consecutive
           Partitions Property

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      Authors: Charles A. Pehlivanian, Daniel B. Neill
      Pages: 1 - 18
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-29T01:32:09Z
      DOI: 10.1080/10618600.2022.2077351
       
  • Confidence Bands for a Log-Concave Density

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      Authors: Guenther Walther, Alnur Ali, Xinyue Shen, Stephen Boyd
      Pages: 1 - 13
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-23T03:25:57Z
      DOI: 10.1080/10618600.2022.2076688
       
  • Enforcing Stationarity through the Prior in Vector Autoregressions
         This is an Open Access Article Open Access Article

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      Authors: Sarah E. Heaps
      Pages: 1 - 10
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-23T03:25:12Z
      DOI: 10.1080/10618600.2022.2079648
       
  • Adaptive Handling of Dependence in High-Dimensional Regression Modeling

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      Authors: Florian Hébert, David Causeur, Mathieu Emily
      Pages: 1 - 13
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-23T03:10:51Z
      DOI: 10.1080/10618600.2022.2076687
       
  • Persistence Flamelets: Topological Invariants for Scale Spaces

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      Authors: Tullia Padellini, Pierpaolo Brutti
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-14T04:40:15Z
      DOI: 10.1080/10618600.2022.2074427
       
  • Eigen-Adjusted Functional Principal Component Analysis
         This is an Open Access Article Open Access Article

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      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-07T08:36:33Z
      DOI: 10.1080/10618600.2022.2067550
       
  • Sparse Functional Boxplots for Multivariate Curves

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      Authors: Zhuo Qu, Marc G. Genton
      Pages: 1 - 14
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-03T02:50:32Z
      DOI: 10.1080/10618600.2022.2066680
       
  • Model Based Screening Embedded Bayesian Variable Selection for Ultra-high
           Dimensional Settings

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      Authors: Dongjin Li, Somak Dutta, Vivekananda Roy
      Pages: 1 - 13
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-02T08:08:29Z
      DOI: 10.1080/10618600.2022.2074428
       
  • Scalable Feature Matching Across Large Data Collections

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      Authors: David Degras
      Pages: 1 - 17
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-02T08:08:26Z
      DOI: 10.1080/10618600.2022.2074429
       
  • Generalized Connectivity Matrix Response Regression with Applications in
           Brain Connectivity Studies

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      Authors: Jingfei Zhang, Will Wei Sun, Lexin Li
      Pages: 1 - 11
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-06-02T08:07:43Z
      DOI: 10.1080/10618600.2022.2074434
       
  • Sample-Wise Combined Missing Effect Model with Penalization

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      Authors: Jialu Li, Guan Yu, Qizhai Li, Yufeng Liu
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-26T06:55:22Z
      DOI: 10.1080/10618600.2022.2070172
       
  • Integrated Depths for Partially Observed Functional Data

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      Authors: Antonio Elías, Raúl Jiménez, Anna M. Paganoni, Laura M. Sangalli
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-26T06:51:09Z
      DOI: 10.1080/10618600.2022.2070171
       
  • Analytic Permutation Testing for Functional Data ANOVA

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      Authors: Adam B. Kashlak, Sergii Myroshnychenko, Susanna Spektor
      Pages: 1 - 10
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-26T06:47:01Z
      DOI: 10.1080/10618600.2022.2069780
       
  • Search Algorithms and Loss Functions for Bayesian Clustering

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      Authors: David B. Dahl, Devin J. Johnson, Peter Müller
      Pages: 1 - 13
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-26T06:44:58Z
      DOI: 10.1080/10618600.2022.2069779
       
  • Bayesian Distance Weighted Discrimination

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      Authors: Eric F. Lock
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-26T06:43:33Z
      DOI: 10.1080/10618600.2022.2069778
       
  • Dimension Reduction Forests: Local Variable Importance Using Structured
           Random Forests

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      Authors: Joshua Daniel Loyal, Ruoqing Zhu, Yifan Cui, Xin Zhang
      Pages: 1 - 10
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-26T06:37:21Z
      DOI: 10.1080/10618600.2022.2069777
       
  • Efficient Learning of Quadratic Variance Function Directed Acyclic Graphs
           via Topological Layers

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      Authors: Wei Zhou, Xin He, Wei Zhong, Junhui Wang
      Pages: 1 - 11
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-26T06:35:12Z
      DOI: 10.1080/10618600.2022.2069776
       
  • Double-Matched Matrix Decomposition for Multi-View Data

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      Authors: Dongbang Yuan, Irina Gaynanova
      Pages: 1 - 13
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-24T08:22:49Z
      DOI: 10.1080/10618600.2022.2067860
       
  • Survival Regression with Accelerated Failure Time Model in XGBoost

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      Authors: Avinash Barnwal, Hyunsu Cho, Toby Hocking
      Pages: 1 - 11
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-24T08:18:42Z
      DOI: 10.1080/10618600.2022.2067548
       
  • A General Method for Deriving Tight Symbolic Bounds on Causal Effects
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      Authors: Michael C. Sachs, Gustav Jonzon, Arvid Sjölander, Erin E. Gabriel
      Pages: 1 - 10
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-23T05:17:12Z
      DOI: 10.1080/10618600.2022.2071905
       
  • Importance Sampling with the Integrated Nested Laplace Approximation
         This is an Open Access Article Open Access Article

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      Authors: Martin Outzen Berild, Sara Martino, Virgilio Gómez-Rubio, Håvard Rue
      Pages: 1 - 13
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-19T04:52:39Z
      DOI: 10.1080/10618600.2022.2067551
       
  • Multiple Domain and Multiple Kernel Outcome-Weighted Learning for
           Estimating Individualized Treatment Regimes

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      Authors: Shanghong Xie, Thaddeus Tarpey, Eva Petkova, R. Todd Ogden
      Pages: 1 - 9
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-19T04:51:31Z
      DOI: 10.1080/10618600.2022.2067552
       
  • Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects
           Estimation

         This is an Open Access Article Open Access Article

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      Authors: Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-19T04:51:30Z
      DOI: 10.1080/10618600.2022.2067549
       
  • Connecting the Dots: Numerical Randomized Hamiltonian Monte Carlo with
           State-Dependent Event Rates

         This is an Open Access Article Open Access Article

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      Authors: Tore Selland Kleppe
      Pages: 1 - 16
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-19T03:56:01Z
      DOI: 10.1080/10618600.2022.2066679
       
  • Visualization for Interval Data

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      Authors: Muzi Zhang, Dennis K. J. Lin
      Pages: 1 - 16
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-19T03:54:36Z
      DOI: 10.1080/10618600.2022.2066678
       
  • Vertex Nomination Between Graphs via Spectral Embedding and Quadratic
           Programming

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      Authors: Runbing Zheng, Vince Lyzinski, Carey E. Priebe, Minh Tang
      Pages: 1 - 15
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-13T07:08:13Z
      DOI: 10.1080/10618600.2022.2060238
       
  • A Distance-Preserving Matrix Sketch

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      Authors: Leland Wilkinson, Hengrui Luo
      Pages: 1 - 15
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-13T06:56:28Z
      DOI: 10.1080/10618600.2022.2050246
       
  • Dermoscopic Image Classification with Neural Style Transfer

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      Authors: Yutong Li, Ruoqing Zhu, Mike Yeh, Annie Qu
      Pages: 1 - 14
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-11T09:53:14Z
      DOI: 10.1080/10618600.2022.2061496
       
  • Hierarchical Regularizers for Mixed-Frequency Vector Autoregressions
         This is an Open Access Article Open Access Article

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      Authors: Alain Hecq, Marie Ternes, Ines Wilms
      Pages: 1 - 15
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-05-10T07:47:58Z
      DOI: 10.1080/10618600.2022.2058003
       
  • Bayesian Semiparametric Covariate Informed Multivariate Density
           Deconvolution

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      Authors: Abhra Sarkar
      Pages: 1 - 11
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-04-28T07:58:48Z
      DOI: 10.1080/10618600.2022.2060239
       
  • GEE-Assisted Forward Regression for Spatial Latent Variable Models

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      Authors: Francis K. C. Hui
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-04-28T07:54:20Z
      DOI: 10.1080/10618600.2022.2058002
       
  • Graded Matching for Large Observational Studies

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      Authors: Ruoqi Yu, Paul R. Rosenbaum
      Pages: 1 - 10
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-04-28T07:52:28Z
      DOI: 10.1080/10618600.2022.2058001
       
  • Log-Rank-Type Tests for Equality of Distributions in High-Dimensional
           Spaces

         This is an Open Access Article Open Access Article

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      Authors: Linxi Liu, Yang Meng, Xiaoru Wu, Zhiliang Ying, Tian Zheng
      Pages: 1 - 13
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-04-21T07:58:20Z
      DOI: 10.1080/10618600.2022.2051530
       
  • Parameter Estimation of Binned Hawkes Processes
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      Authors: Leigh Shlomovich, Edward A. K. Cohen, Niall Adams, Lekha Patel
      Pages: 1 - 11
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-04-11T02:09:07Z
      DOI: 10.1080/10618600.2022.2050247
       
  • Partition-Based Nonstationary Covariance Estimation Using the Stochastic
           Score Approximation

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      Authors: Amanda Muyskens, Joseph Guinness, Montserrat Fuentes
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-04-08T07:03:48Z
      DOI: 10.1080/10618600.2022.2044830
       
  • The G-Wishart Weighted Proposal Algorithm: Efficient Posterior Computation
           for Gaussian Graphical Models

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      Authors: Willem van den Boom, Alexandros Beskos, Maria De Iorio
      Pages: 1 - 10
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-04-04T05:57:39Z
      DOI: 10.1080/10618600.2022.2050250
       
  • Silhouettes and Quasi Residual Plots for Neural Nets and Tree-based
           Classifiers

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      Authors: Jakob Raymaekers, Peter J. Rousseeuw
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-04-04T05:47:39Z
      DOI: 10.1080/10618600.2022.2050249
       
  • Data Integration with Oracle Use of External Information from
           Heterogeneous Populations

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      Authors: Yuqi Zhai, Peisong Han
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-04-04T05:41:41Z
      DOI: 10.1080/10618600.2022.2050248
       
  • A Scalable Hierarchical Lasso for Gene–Environment Interactions

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      Authors: Natalia Zemlianskaia, W. James Gauderman, Juan Pablo Lewinger
      Pages: 1 - 13
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-03-31T07:32:21Z
      DOI: 10.1080/10618600.2022.2039161
       
  • Adaptive Design and Analysis Via Partitioning Trees for Emulation of a
           Complex Computer Code

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      Authors: Sonja Isberg, William J. Welch
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-03-31T07:22:04Z
      DOI: 10.1080/10618600.2022.2039160
       
  • Two-Dimensional Functional Principal Component Analysis for Image Feature
           Extraction

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      Authors: Haolun Shi, Yuping Yang, Liangliang Wang, Da Ma, Mirza Faisal Beg, Jian Pei, Jiguo Cao
      Pages: 1 - 14
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-03-28T07:15:07Z
      DOI: 10.1080/10618600.2022.2035738
       
  • Variable Selection with Multiply-Imputed Datasets: Choosing Between
           Stacked and Grouped Methods

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      Authors: Jiacong Du, Jonathan Boss, Peisong Han, Lauren J. Beesley, Michael Kleinsasser, Stephen A. Goutman, Stuart Batterman, Eva L. Feldman, Bhramar Mukherjee
      Pages: 1 - 13
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-03-28T07:13:12Z
      DOI: 10.1080/10618600.2022.2035739
       
  • A User-Friendly Computational Framework for Robust Structured Regression
           with the L2 Criterion

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      Authors: Jocelyn T. Chi, Eric C. Chi
      Pages: 1 - 12
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-03-24T08:50:04Z
      DOI: 10.1080/10618600.2022.2035232
       
  • Selective Imputation of Covariates in High Dimensional Censored Data
         This is an Open Access Article Open Access Article

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      Authors: Caroline Svahn, Oleg Sysoev
      Pages: 1 - 9
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-03-24T08:49:50Z
      DOI: 10.1080/10618600.2022.2035233
       
  • Inference and Computation for Sparsely Sampled Random Surfaces
         This is an Open Access Article Open Access Article

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      Authors: Tomas Masak, Tomas Rubin, Victor M. Panaretos
      Pages: 1 - 14
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-03-21T08:57:22Z
      DOI: 10.1080/10618600.2022.2034640
       
  • The Mellin Transform to Manage Quadratic Forms in Normal Random Variables

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      Authors: Aldo Gardini, Fedele Greco, Carlo Trivisano
      Pages: 1 - 10
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-03-18T08:52:32Z
      DOI: 10.1080/10618600.2022.2034639
       
  • Online Smoothing for Diffusion Processes Observed with Noise

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      Authors: Shouto Yonekura, Alexandros Beskos
      Pages: 1 - 17
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      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-02-18T10:12:26Z
      DOI: 10.1080/10618600.2022.2027243
       
  • Generalized Linear Mixed Models With Crossed Effects and Unit-specific
           Survey Weights

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      Authors: Jan Pablo Burgard, Patricia Dörr
      Pages: 1 - 14
      Abstract: .

      Citation: Journal of Computational and Graphical Statistics
      PubDate: 2022-01-10T11:33:37Z
      DOI: 10.1080/10618600.2021.2001342
       
 
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