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Journal of Computational & Graphical Statistics
Journal Prestige (SJR): 3.135

Citation Impact (citeScore): 2
Number of Followers: 21

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ISSN (Print) 1061-8600 - ISSN (Online) 1537-2715
Published by Taylor and Francis

[2652 journals]

High-Dimensional Covariate-Dependent Gaussian Graphical Models
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  Authors: Jiacheng Wang Xin Gao Department of Mathematics; Statistics, York University, Toronto, Canada
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-17T02:55:49Z
  DOI: 10.1080/10618600.2025.2475139
Spatial Heterogeneous Additive Partial Linear Model: A Joint Approach of
Bivariate Spline and Forest Lasso
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  Authors: Xin Zhang Shan Yu Zhengyuan Zhu Xin Wang a Department of Statistics; Iowa State University, Ames, IAb Department of Statistics, University of Virginia, Charlottesville, VAc Department of Mathematics Statistics, San Diego State University, San Diego, CA
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-17T02:53:23Z
  DOI: 10.1080/10618600.2025.2467649
Gibbs Sampling Using Anti-Correlation Gaussian Data Augmentation, with
Applications to L1-Ball-Type Models
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  Authors: Yu Zheng Leo L. Duan Department of Statistics; University of Florida, Gainesville, FL
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-17T02:51:08Z
  DOI: 10.1080/10618600.2025.2473932
Sensitivity Analysis for Binary Outcome Misclassification in Randomization
Tests via Integer Programming
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  Authors: Siyu Heng Pamela A. Shaw a Department of Biostatistics; New York University, New York, NYb Biostatistics Unit, Kaiser Permanente Washington Health Research Institute, Seattle, WA
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-17T02:47:00Z
  DOI: 10.1080/10618600.2025.2461222
Sample-Specific Learning of Lymphovascular Invasion with Heterogeneous
Spatial Patterns
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  Authors: Shih-Ting Huang Robert B. West Belén Rivero-Gutiérrez Graham A. Colditz Shu Jiang a Division of Public Health Sciences; Washington University School of Medicine, St Louis, MOb Department of Pathology, Stanford University School of Medicine, Stanford, CA
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-17T01:42:35Z
  DOI: 10.1080/10618600.2025.2459285
Dynamic Supervised Principal Component Analysis for Classification
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  Authors: Wenbo Ouyang Ruiyang Wu Ning Hao Hao Helen Zhang a GIDP in Statistics; Statistics, Baruch College, The City University of New York, New York, NYc Department of Mathematics, University of Arizona, Tucson, AZ
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-17T01:38:30Z
  DOI: 10.1080/10618600.2025.2452935
Biplots for the Correlation Matrix
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  Authors: Jan Graffelman a Department of Statistics; Operations Research, Universitat Politècnica de Catalunya, Barcelona, Spainb Department of Biostatistics, University of Washington, Seattle, WA
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-16T01:46:33Z
  DOI: 10.1080/10618600.2025.2469757
Powerful Significance Testing for Unbalanced Clusters
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  Authors: Thomas H. Keefe J. S. Marron Department of Statistics & O.R; UNC-Chapel Hill, Chapel Hill, NC
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-16T01:44:29Z
  DOI: 10.1080/10618600.2025.2469756
Is This Normal' A New Projection Pursuit Index to Assess a Sample Against
a Multivariate Null Distribution
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  Authors: Annalisa Calvi Ursula Laa Dianne Cook a School of Mathematics; Monash University, Melbourne, Australiab Institute of Statistics, University of Natural Resources Business Statistics, Monash University, Melbourne, Australia
  Pages: 1 - 7
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-16T01:42:01Z
  DOI: 10.1080/10618600.2025.2468785
Joint Clustering With Alignment for Temporal Data in a
One-Point-per-Experiment Setting
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  Authors: Polina Arsenteva Mohamed Amine Benadjaoud Hervé Cardot a Institut de Mathématiques de Bourgogne; UMR CNRS 5584, Université Bourgogne Europe, Dijon, Franceb IRSN PSE-SANTE/SERAMED/LRMed, Fontenay aux Roses, Francec IRSN PSE-SANTE/SERAMED, Fontenay aux Roses, France
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-16T01:38:43Z
  DOI: 10.1080/10618600.2025.2467645
Bayesian Regularized Regression Copula Processes for Multivariate
Responses
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  Authors: Nadja Klein Michael Stanley Smith Ryan A. Chisholm David J. Nott a Scientific Computing Center; Karlsruhe Institute of Technology, Karlsruhe, Germanyb Melbourne Business School, University of Melbourne, Carlton, Australiac National University of Singapore, Singapore
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-09T07:24:37Z
  DOI: 10.1080/10618600.2025.2458504
Variable Selection and Basis Learning for Ordinal Classification
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  Authors: Minwoo Kim Sangil Han Jeongyoun Ahn Sungkyu Jung a Department of Statistics; Seoul National University, Seoul, South Koreab Department of Industrial Institute for Data Innovation in Science, Seoul National University, Seoul, South Korea
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-04T08:24:31Z
  DOI: 10.1080/10618600.2025.2451680
Online Kernel-Based Mode Learning
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  Authors: Tao Wang Weixin Yao a Department of Economics; Statistics (by courtesy), University of Victoria, Victoria, Canadab Department of Statistics, University of California, Riverside, CA
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-03T08:22:20Z
  DOI: 10.1080/10618600.2025.2459287
Assumption-Lean Regression for Nonnegative Response via Variational
Representation
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  Authors: Andrey Babkin Data Science Lab; Swarovski Group, Wattens, Austria
  Pages: 1 - 7
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-03T08:17:17Z
  DOI: 10.1080/10618600.2025.2459277
Simultaneous Estimation of Multiple Treatment Effects from Observational
Studies
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  Authors: Xiaochuan Shi Dehan Kong Linbo Wang Department of Statistical Sciences; University of Toronto, Toronto, Canada
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-04-03T08:15:16Z
  DOI: 10.1080/10618600.2024.2449074
Generative Neural Networks for Characteristic Functions
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  Authors: Florian Brück Research Center for Statistics; University of Geneva, Geneva, Switzerland
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-03-17T04:06:38Z
  DOI: 10.1080/10618600.2025.2455135
Estimating the Hawkes Process From a Discretely Observed Sample Path
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  Authors: Feng Chen Tsz-Kit Jeffrey Kwan Tom Stindl School of Mathematics; Statistics, UNSW Sydney, Sydney, Australia
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-03-10T09:36:56Z
  DOI: 10.1080/10618600.2025.2450463
A Flexible Framework for Synthesizing Categorical Sequences with
Application to Human Activity Patterns
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  Authors: Zuofu Huang Julian Wolfson Jayne A. Fulkerson Ryan Demmer Helen N. Chen a Division of Biostatistics; Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MNb School of Nursing, University of Minnesota, Minneapolis, MNc Mayo Clinic, Rochester, MNd Richard M. Fairbanks School of Public Health, Indiana University–Purdue University Indianapolis, Indianapolis, IN
  Pages: 1 - 9
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-03-10T09:34:58Z
  DOI: 10.1080/10618600.2025.2450461
Enhancing Adaptive Spline Regression: An Evolutionary Approach to Optimal
Knot Placement and Smoothing Parameter Selection
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  Authors: Anton Thielmann Thomas Kneib Benjamin Säfken a Institute of Mathematics; Clausthal University of Technology, Clausthal-Zellerfeld, Germanyb Department of Statistics, University of Göttingen, Göttingen, Germany
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-03-07T05:11:25Z
  DOI: 10.1080/10618600.2025.2450458
Bayesian Partial Reduced-Rank Regression
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  Authors: Maria F. Pintado Matteo Iacopini Luca Rossini Alexander Y. Shestopaloff a School of Mathematical Sciences; Queen Mary University of London, London, UKb Department of Economics Statistics, Memorial University of Newfoundland, St. John’s, Canada
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-03-04T05:54:40Z
  DOI: 10.1080/10618600.2024.2446357
Variable Selection for High-Dimensional Heteroscedastic Regression and Its
Applications
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  Authors: Po-Hsiang Peng Hai-Tang Chiou Hsueh-Han Huang Ching-Kang Ing a Institute of Statistics; Data Science, National Tsing Hua University, Hsinchu, Taiwanb Department of Mathematics, National Chung Cheng University, Chiayi, Taiwanc Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-03-03T04:45:16Z
  DOI: 10.1080/10618600.2025.2450449
Stochastic Gradient Descent-based Inference for Dynamic Network Models
with Attractors
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  Authors: Hancong Pan Xiaojing Zhu Cantay Caliskan Dino P. Christenson Konstantinos Spiliopoulos Dylan Walker Eric D. Kolaczyk a Department of Mathematics; Statistics, McGill University, Montreal, Canada
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-27T04:25:43Z
  DOI: 10.1080/10618600.2024.2447478
Fluid Correlation: A Novel Nonparametric Metric to Assess the Dynamic
Association
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  Authors: Yongkai Chen Shushan Wu Ping Ma Wenxuan Zhong Department of Statistics; University of Georgia, Athens, GA
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-27T04:22:20Z
  DOI: 10.1080/10618600.2024.2444373
Efficient Estimation of Parameters in Marginals in Semiparametric
Multivariate Models
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  Authors: Ivan Medovikov Valentyn Panchenko Artem Prokhorov a Brock University; St Catharines, ON, Canada; b Economics, UNSW Business School, Sydney, NSW, Australia; c University of Sydney Business School, Sydney, NSW, Australia; d CEBA, St.Petersburg State University, Saint Petersburg, Russia; e CIREQ, University of Montreal, Montreal, Canada
  Pages: 1 - 23
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-26T03:50:04Z
  DOI: 10.1080/10618600.2024.2441988
Generative Filtering for Recursive Bayesian Inference with Streaming Data
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  Authors: Ian Taylor Andee Kaplan Brenda Betancourt a National Renewable Energy Laboratory; Golden, COb Department of Statistics, Colorado State University, Fort Collins, COc NORC at the University of Chicago, Chicago, IL
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-13T05:02:08Z
  DOI: 10.1080/10618600.2024.2442000
AutoGFI: Streamlined Generalized Fiducial Inference for Modern Inference
Problems in Models with Additive Errors
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  Authors: Wei Du Jan Hannig Thomas C. M. Lee Yi Su Chunzhe Zhang a Department of Statistics; University of California, Davis, Davis, CAb Department of Statistics Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, NC
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-11T09:34:58Z
  DOI: 10.1080/10618600.2024.2441165
Martingale Posterior Inference for Finite Mixture Models and Clustering
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  Authors: Carlos E. Rodríguez Ramsés H. Mena Stephen G. Walker a Department of Probability; Data Sciences of The University of Texas at Austin, Austin, TX
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-11T09:26:33Z
  DOI: 10.1080/10618600.2024.2441997
Bayesian Pairwise Comparison of High-Dimensional Images
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  Authors: Subharup Guha Peihua Qiu Department of Biostatistics; University of Florida, Gainsville, FL
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-10T03:02:35Z
  DOI: 10.1080/10618600.2024.2447462
Multivariate Quantile-Based Permutation Tests with Application to
Functional Data
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  Authors: Zdeněk Hlávka Daniel Hlubinka Šárka Hudecová Department of Probability; Physics, Charles University, Prague, Czech Republic
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-10T03:00:41Z
  DOI: 10.1080/10618600.2024.2444302
Local Clustering for Functional Data
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  Authors: Yuanxing Chen Qingzhao Zhang Shuangge Ma a Yau Mathematical Sciences Center; Tsinghua University, Beijing, Chinab Department of Statistics Data Science, School of Economics, Xiamen University, Xiamen, Chinac Wang Yanan Institute for Studies in Economics, Xiamen University, Xiamen, Chinad Fujian Key Lab of Statistics, Xiamen University, Xiamen, Chinae Department of Biostatistics, Yale School of Public Health, New Haven, CT
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-10T02:45:14Z
  DOI: 10.1080/10618600.2024.2431057
An Extension of the Unified Skew-Normal Family of Distributions and its
Application to Bayesian Binary Regression
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  Authors: Paolo Onorati Brunero Liseo a Department of Statistical Sciences; University of Padova, Italyb MEMOTEF, Sapienza University of Rome, Italy
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-07T03:03:15Z
  DOI: 10.1080/10618600.2024.2444313
Decentralized Learning of Quantile Regression: A Smoothing Approach
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  Authors: Jianwei Shi Yue Wang Zhongyi Zhu Heng Lian a Department of Statistics; Fudan University, Shanghai, Chinab Department of Mathematics, City University of Hong Kong, Hong Kong, Chinac City University of Hong Kong Shenzhen Research Institute, Shenzhen, China
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-07T02:14:29Z
  DOI: 10.1080/10618600.2024.2431060
Extrapolation Before Imputation Reduces Bias When Imputing Censored
Covariates
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  Authors: Sarah C. Lotspeich Tanya P. Garcia a Department of Statistical Sciences; Wake Forest University, Winston-Salem, NCb Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC
  Pages: 1 - 9
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-05T06:04:38Z
  DOI: 10.1080/10618600.2024.2444323
Exploring the Relationship Between the Geometry of a Fixed Embedding of
Image Data and Its Underlying Cluster Structure
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  Authors: Yan-Bin Chen Khong-Loon Tiong Chen-Hsiang Yeang a Institute of Statistical Science; Academia Sinica, Taipei City, Taiwanb Master Program in Statistics, National Taiwan University, Taipei City, Taiwan
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-05T05:56:44Z
  DOI: 10.1080/10618600.2024.2444321
Nonstationary Spatial Modeling of Massive Global Satellite Data
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  Authors: Huang Huang Lewis R. Blake Matthias Katzfuss Dorit M. Hammerling a Statistics Program; King Abdullah University of Science Statistics, Colorado School of Mines, Golden, COc Department of Statistics, University of Wisconsin–Madison, Madison, WI
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-02-05T02:58:45Z
  DOI: 10.1080/10618600.2024.2441986
Neural Bayes Estimators for Irregular Spatial Data Using Graph Neural
Networks
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  Authors: Matthew Sainsbury-Dale Andrew Zammit-Mangion Jordan Richards Raphaël Huser a School of Mathematics; Maxwell Institute for Mathematical Sciences, University of Edinburgh, Edinburgh, UK
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-01-30T03:14:59Z
  DOI: 10.1080/10618600.2024.2433671
Monotone Cubic B-Splines with a Neural-Network Generator
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  Authors: Lijun Wang Xiaodan Fan Huabai Li Jun S. Liu a Department of Statistics; The Chinese University of Hong Kong, Hong Kong SAR, Chinab Department of Biostatistics, Yale University, New Haven, CT, USAc Department of Physics, The Chinese University of Hong Kong, Hong Kong SAR, Chinad Department of Statistics, Harvard University, Cambridge, MA
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-01-30T02:59:50Z
  DOI: 10.1080/10618600.2024.2431070
Scalable Estimation and Two-Sample Testing for Large Networks via
Subsampling
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  Authors: Kaustav Chakraborty Srijan Sengupta Yuguo Chen a Department of Statistics; University of Illinois at Urbana-Champaign, Champaign, ILb Department of Statistics, North Carolina State University, Raleigh, NC
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2025-01-27T03:54:39Z
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Truly Multivariate Structured Additive Distributional Regression
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  Authors: Lucas Kock Nadja Klein a Department of Statistics; Data Science, National University of Singapore, Singaporeb Scientific Computing Center, Karlsruhe Institute of Technology, Karlsruhe, Germany
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Quantile Regression and Homogeneity Identification of a Semiparametric
Panel Data Model
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  Authors: Rui Li Tao Li Huacheng Su Jinhong You a School of Statistics; Economics, Shanghai, China
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  PubDate: 2025-01-22T06:28:04Z
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Visualization and Assessment of Copula Symmetry
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  Authors: Cristian F. Jiménez-Varón Hao Lee Marc G. Genton Ying Sun a Department of Mathematics; University of York, York, UKb Department of Physics Technology, Thuwal, Saudi Arabia
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Inference of Multiple High-Dimensional Networks with the Graphical
Horseshoe Prior
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  Authors: Claudio Busatto Francesco Claudio Stingo Department of Statistics; Computer Science, Applications “G. Parenti”, University of Florence, Florence, Italy
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A Majorization-Minimization Gauss-Newton Method for 1-Bit Matrix
Completion
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  Authors: Xiaoqian Liu Xu Han Eric C. Chi Boaz Nadler a Department of Statistics; University of California, Riverside, Riverside, CAb Tencent, Beijing, Chinac Department of Statistics, Rice University, Houston, TXd Department of Computer Science Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel
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flexBART: Flexible Bayesian Regression Trees with Categorical Predictors
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  Authors: Sameer K. Deshpande Department of Statistics; University of Wisconsin–Madison, Madison, WI
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No More, No Less than Sum of Its Parts: Groups, Monoids, and the Algebra
of Graphics, Statistics, and Interaction
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  Authors: Adam Bartonicek Simon Urbanek Paul Murrell Department of Statistics; The University of Auckland, Auckland, New Zealand
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Functional Projection K-means
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  Authors: Roberto Rocci Stefano A. Gattone a Department of Statistical Science; Sapienza University of Rome, Rome, Italyb Department of Socio-Economic, Management Statistical Studies, G. d’Annunzio University of Chieti-Pescara, Pescara, Italy
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Sparse Model-Based Clustering of Three-Way Data via Lasso-Type Penalties
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  Authors: Andrea Cappozzo Alessandro Casa Michael Fop a Department of Economics; Management Management, Free University of Bozen-Bolzano, Bolzano, Italyc School of Mathematics & Statistics, University College Dublin, Dublin, Ireland
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High-Dimensional Block Diagonal Covariance Structure Detection Using
Singular Vectors
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  Authors: Jan O. Bauer a Department of Econometrics; Data Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlandsb Tinbergen Institute, Amsterdam, The Netherlands
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Efficient Modeling of Spatial Extremes over Large Geographical Domains
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  Authors: Arnab Hazra Raphaël Huser David Bolin a Department of Mathematics; Technology (KAUST), Thuwal, Saudi Arabia
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  PubDate: 2024-12-20T08:12:49Z
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Multi-Task Learning for Gaussian Graphical Regressions with High
Dimensional Covariates
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  Authors: Jingfei Zhang Yi Li a Goizueta Business School; Emory University, Atlanta, GAb Department of Biostatistics, University of Michigan, Ann Arbor, MI
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Heterogeneous Functional Regression for Subgroup Analysis
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  Authors: Yeqing Zhou Fei Jiang a School of Mathematical Sciences; School of Economics Biostatistics, The University of California, San Francisco, CA
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  PubDate: 2024-12-20T08:04:30Z
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Distortion Corrected Kernel Density Estimator on Riemannian Manifolds
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  Authors: Fan Cheng Rob J. Hyndman Anastasios Panagiotelis a Monash University; Melbourne, Australiab The University of Sydney, Sydney, Australia
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Optimal Subsampling for Data Streams with Measurement Constrained
Categorical Responses
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  Authors: Jun Yu Zhiqiang Ye Mingyao Ai Ping Ma a School of Mathematics; Center for Statistical Science, Peking University, Beijing, Chinac Department of Statistics, University of Georgia, Athens, GA
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Multi-label Random Subspace Ensemble Classification
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  Authors: Fan Bi Jianan Zhu Yang Feng Department of Biostatistics; New York University, New York, NY
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  PubDate: 2024-12-18T09:43:29Z
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Sampling Random Graphs with Specified Degree Sequences
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  Authors: Upasana Dutta Bailey K. Fosdick Aaron Clauset a Department of Computer; Informatics, Colorado School of Public Health, Aurora, COd BioFrontiers Institute, University of Colorado Boulder, Boulder, COe Santa Fe Institute, Santa Fe, NM
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Qini Curves for Multi-Armed Treatment Rules
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  Authors: Erik Sverdrup Han Wu Susan Athey Stefan Wager a Monash University; Melbourne, Australiab Two Sigma, New York, NYc Stanford University, Stanford, CA
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Latent Markov Time-Interaction Processes
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  Authors: Rosario Barone Alessio Farcomeni Maura Mezzetti Department of Economics; Finance, University of Rome “Tor Vergata”, Rome, Italy
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  PubDate: 2024-12-04T05:31:04Z
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Efficient Sampling From the Watson Distribution in Arbitrary Dimensions
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  Authors: Lukas Sablica Kurt Hornik Josef Leydold Institute for Statistics; Business, Vienna, Austria
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  PubDate: 2024-12-02T04:14:23Z
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Scalable Clustering: Large Scale Unsupervised Learning of Gaussian Mixture
Models with Outliers
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  Authors: Yijia Zhou Kyle A. Gallivan Adrian Barbu a Department of Mathematics; Florida State University, Tallahassee, FLb Department of Statistics, Florida State University, Tallahassee, FL
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-26T04:30:14Z
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AddiVortes: (Bayesian) Additive Voronoi Tessellations
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  Authors: Adam J. Stone John Paul Gosling Department of Mathematical Sciences; Durham University, Durham, UK
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Differentially Private Methods for Compositional Data
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  Authors: Qi Guo Andrés F. Barrientos Víctor Peña a Department of Statistics; Florida State University, Tallahassee, FLb Department d’Estadística i Investigació Operativa, Universitat Politècnica de Catalunya, Barcelona, Spain
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  PubDate: 2024-11-25T08:35:27Z
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Covariance Assisted Multivariate Penalized Additive Regression (CoMPAdRe)
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  Authors: Neel Desai Veerabhadran Baladandayuthapani Russell T. Shinohara Jeffrey S. Morris a Division of Biostatistics; University of Pennsylvania, Philadelphia, PAb Department of Biostatistics, University of Michigan, Ann Arbor, MI
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-22T09:13:21Z
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Ms.FPOP: A Fast Exact Segmentation Algorithm with a Multiscale Penalty
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  Authors: Arnaud Liehrmann Guillem Rigaill a Institute of Plant Sciences Paris-Saclay (IPS2); Gif-sur-Yvette, Franceb Laboratoire de Mathématiques et Modélisation dÉvry (LaMME), Évry-Courcouronnes, France
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Sample Efficient Nonparametric Regression via Low-Rank Regularization
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  Authors: Jiakun Jiang Jiahao Peng Heng Lian a Center for Statistics; Economics, Nanchang, China
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  PubDate: 2024-11-22T08:10:04Z
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Multivariate Moment Least-Squares Variance Estimators for Reversible
Markov Chains
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  Authors: Hyebin Song Stephen Berg Department of Statistics; Pennsylvania State University, University Park, PA
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  PubDate: 2024-11-22T08:07:41Z
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FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation
in High-Dimensional Functional Regressions
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  Authors: Tobia Boschi Lorenzo Testa Francesca Chiaromonte Matthew Reimherr a IBM Research Europe; Dublin, Irelandb Department of Statistics, Penn State University, University Park, PAc Department of Statistics Data Science, Carnegie Mellon University, Pittsburgh, PAd L’EMbeDS, Sant’Anna School of Advanced Studies, Pisa, Italy
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-22T08:04:07Z
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MCMC for Bayesian Nonparametric Mixture Modeling Under Differential
Privacy
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  Authors: Mario Beraha Stefano Favaro Vinayak Rao a Department of Mathematics; Politecnico di Milano, Milano, Italyb Department of Economics Collegio Carlo Alberto, Torino, Italyc Department of Statistics, Purdue University, West Lafayette, IN
  Pages: 1 - 11
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-19T04:01:33Z
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Grid Point Approximation for Distributed Nonparametric Smoothing and
Prediction
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  Authors: Yuan Gao Rui Pan Feng Li Riquan Zhang Hansheng Wang a Guanghua School of Management; Peking University, Beijing, Chinab School of Statistics Economics, Shanghai, China
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-19T03:59:28Z
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A Latent Space Model for Weighted Keyword Co-Occurrence Networks with
Applications in Knowledge Discovery in Statistics
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  Authors: Yan Zhang Rui Pan Xuening Zhu Kuangnan Fang Hansheng Wang a School of Economics; Xiamen University, Xiamen, Chinab School of Statistics Intelligent Governance, Fudan University, Shanghai, Chinad Guanghua School of Management, Peking University, Beijing, China
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-18T09:48:06Z
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Efficient Nonparametric Estimation of 3D Point Cloud Signals through
Distributed Learning
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  Authors: Guannan Wang Yuchun Wang Annie S. Gao Li Wang a Department of Mathematics; William & Mary, Williamsburg, VAb Department of Statistics, George Mason University, Fairfax, VAc McLean High School, McLean, VA
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-18T09:46:19Z
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Bootstrap Inference for Linear Time-Varying Coefficient Models in Locally
Stationary Time Series
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  Authors: Yicong Lin Mingxuan Song Bernhard van der Sluis a Department of Econometrics; Data Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlandsb Tinbergen Institute, Amsterdam, the Netherlandsc Department of Econometrics, Erasmus University Rotterdam, Rotterdam, the Netherlands
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-18T09:42:58Z
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Network Embedding-based Directed Community Detection with Unknown
Community Number
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  Authors: Qingzhao Zhang Jinlong Zhou Mingyang Ren a Department of Statistics; Data Science, School of Economics, Xiamen University, Xiamen, Chinab The Wang Yanan Institute for Studies in Economics, Xiamen University, Xiamen, Chinac School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, China
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-18T09:31:10Z
  DOI: 10.1080/10618600.2024.2409789
Approximate Cross-Validated Mean Estimates for Bayesian Hierarchical
Regression Models
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  Authors: Amy Zhang Michael J. Daniels Changcheng Li Le Bao a Department of Statistics; The Pennsylvania State University, University Park, PAb Department of Statistics, University of Florida, Gainesville, FLc School of Mathematical Sciences, Dalian University of Technology, Dalian, China
  Pages: 1 - 10
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-14T09:58:13Z
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Efficient Large-Scale Nonstationary Spatial Covariance Function Estimation
Using Convolutional Neural Networks
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  Authors: Pratik Nag Yiping Hong Sameh Abdulah Ghulam A. Qadir Marc G. Genton Ying Sun a Statistics Program; King Abdullah University of Science Statistics, Beijing Institute of Technology, Beijing, Chinac Computational Statistics (CST) Group, Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-12T09:09:53Z
  DOI: 10.1080/10618600.2024.2402277
Wasserstein-Kaplan-Meier Survival Regression
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  Authors: Yidong Zhou Hans-Georg Müller Department of Statistics; University of California, Davis, Davis, CA
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  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-11T03:42:14Z
  DOI: 10.1080/10618600.2024.2404708
Optimal Decorrelated Score Subsampling for High-Dimensional Generalized
Linear Models Under Measurement Constraints
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  Authors: Yujing Shao Lei Wang Heng Lian a School of Statistics; LPMC, Nankai University, Tianjin, Chinab Department of Mathematics, City University of Hong Kong, Kowloon, Hong Kong, China
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-11-05T04:42:32Z
  DOI: 10.1080/10618600.2024.2402896
Simultaneous Coefficient Clustering and Sparsity for Multivariate Mixed
Models
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  Authors: Francis K. C. Hui Khue-Dung Dang Luca Maestrini a Research School of Finance; Actuarial Studies Statistics, The University of Melbourne, Melbourne, Australia
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  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-10-31T07:26:28Z
  DOI: 10.1080/10618600.2024.2402904
Efficient Convex PCA with Applications to Wasserstein GPCA and Ranked Data
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  Authors: Steven Campbell Ting-Kam Leonard Wong a Department of Statistics; Columbia University, New York, NYb Department of Statistical Sciences, University of Toronto, Toronto, ON, Canada
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  PubDate: 2024-10-31T07:11:21Z
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Variational Inference based on a Subclass of Closed Skew Normals
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  Authors: Linda S. L. Tan Aoxiang Chen Department of Statistics; Data Science, National University of Singapore, Singapore
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Optimal Subsampling for Functional Quasi-Mode Regression with Big Data
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  Authors: Tao Wang Department of Economics; University of Victoria, Victoria, Canada
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Scalable Estimation for Structured Additive Distributional Regression
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  Authors: Nikolaus Umlauf Johannes Seiler Mattias Wetscher Thorsten Simon Stefan Lang Nadja Klein a Department of Statistics; Universität Innsbruck, Innsbruck, Austriab Scientific Computing Center, Karlsruhe Institute of Technology, Karlsruhe, Germany
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Bayesian Nowcasting with Laplacian-P-Splines
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  Authors: Bryan Sumalinab Oswaldo Gressani Niel Hens Christel Faes a Interuniversity Institute for Biostatistics; Modelling Infectious Diseases (CHERMID), Vaccine & Infectious Disease Institute, Antwerp University, Antwerp, Belgium
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Co-Factor Analysis of Citation Networks
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  Authors: Alex Hayes Karl Rohe Department of Statistics; University of Wisconsin-Madison, Madison, WI
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Beyond Time-Homogeneity for Continuous-Time Multistate Markov Models
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  Authors: Emmett B. Kendall Jonathan P. Williams Gudmund H. Hermansen Frederic Bois Vo Hong Thanh a Department of Statistics; North Carolina State University, Raleigh, NCb Centre for Advanced Study, Norwegian Academy of Science Letters, Oslo, Norwayc University of Oslo, Oslo, Norwayd Peace Research Institute Oslo (PRIO), Oslo, Norwaye CERTARA UK Limited, Simcyp Division, Level 2-Acero, Sheffield, UK
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  PubDate: 2024-09-30T08:34:55Z
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TSLiNGAM: DirectLiNGAM Under Heavy Tails
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  Authors: Sarah Leyder Jakob Raymaekers Tim Verdonck a Department of Mathematics; University of Antwerp, Antwerp, Belgium; b Department of Quantitative Economics, Maastricht University, Maastricht, Netherlands; c Department of Mathematics, University of Antwerp - imec, Antwerp, Belgium; d Department of Mathematics, KU Leuven, Leuven, Belgium
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  PubDate: 2024-09-27T08:52:53Z
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Blocked Gibbs Sampler for Hierarchical Dirichlet Processes
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  Authors: Snigdha Das Yabo Niu Yang Ni Bani K. Mallick Debdeep Pati a Department of Statistics; Texas A&M University, College Station, TXb Department of Mathematics, University of Houston, Houston, TX
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Augmentation Samplers for Multinomial Probit Bayesian Additive Regression
Trees
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  Authors: Yizhen Xu Joseph Hogan Michael Daniels Rami Kantor Ann Mwangi a Division of Biostatistics; University of Utah, Salt Lake City, UTb Department of Biostatistics, Brown University, Providence, RIc Department of Statistics, University of Florida, Gainesville, FLd Division of Infectious Diseases, Brown University, Providence, RIe College of Health Sciences, School of Medicine, Moi University, Eldoret, Kenya
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  PubDate: 2024-09-24T10:45:04Z
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Degrees of Freedom: Search Cost and Self-Consistency
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  Authors: Lijun Wang Hongyu Zhao Xiaodan Fan a Department of Statistics; The Chinese University of Hong Kong, Shatin, Hong Kong SAR, Chinab Department of Biostatistics, Yale University, New Haven, CT
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Fast Bayesian Inference for Spatial Mean-Parameterized
Conway–Maxwell–Poisson Models
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  Authors: Bokgyeong Kang John Hughes Murali Haran a Department of Statistical Science; Duke University, Durham, NCb College of Health, Lehigh University, Bethlehem, PAc Department of Statistics, The Pennsylvania State University, University Park, PA
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Using Rejection Sampling Probability of Acceptance as a Measure of
Independence
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  Authors: Markku Kuismin Research Unit of Mathematical Sciences; University of Oulu, Oulu, Finland
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Using Early Rejection Markov Chain Monte Carlo and Gaussian Processes to
Accelerate ABC Methods
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  Authors: Xuefei Cao Shijia Wang Yongdao Zhou a NITFID; School of Statistics Data Science, Nankai University, Tianjin, Chinab Institute of Mathematical Sciences, ShanghaiTech University, Shanghai, China
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Global Inference and Test for Eigensystems of Imaging Data Over
Complicated Domains
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  Authors: Leheng Cai Qirui Hu Center for Statistical Science; Department of Industrial Engineering, Tsinghua University, Beijing, People’s Republic of China
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Bootstrapped Edge Count Tests for Nonparametric Two-Sample Inference Under
Heterogeneity
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  Authors: Trambak Banerjee Bhaswar B. Bhattacharya Gourab Mukherjee a Analytics; Information Operations, University of Southern California, Los Angeles, CA
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Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and
Theory
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  Authors: Jiajun Liang Qian Zhang Wei Deng Qifan Song Guang Lin a ByteDance Inc; Beijing, Chinab Department of Statistics, Purdue University, West Lafayette, INc Machine Learning Research, Morgan Stanley, New York, NYd Department of Mathematics & School of Mechanical Engineering, Purdue University, West Lafayette, IN
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Fast Computer Model Calibration using Annealed and Transformed Variational
Inference
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  Authors: Dongkyu Derek Cho Won Chang Jaewoo Park a Department of Statistical Science; Duke University, Durham, NCb Division of Statistics Data Science, Yonsei University, Seoul, South Korea
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A Tidy Framework and Infrastructure to Systematically Assemble
Spatio-temporal Indexes from Multivariate Data
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  Authors: H. Sherry Zhang Dianne Cook Ursula Laa Nicolas Langrené Patricia Menéndez a Department of Statistics; Statistics, University of Melbourne, Melbourne, Victoria, Australia
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Functional Time Series Analysis and Visualization Based on Records
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  Authors: Israel Martínez-Hernández Marc G. Genton a School of Mathematical Sciences; Lancaster University, Lancaster, UKb Statistics Program, King Abdullah University of Science Technology, Thuwal, Saudi Arabia
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  Citation: Journal of Computational and Graphical Statistics
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Stochastic Block Smooth Graphon Model
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  Authors: Benjamin Sischka Göran Kauermann Department of Statistics; Ludwig-Maximilians-Universität München, München, Germany
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Continuous-Time Multivariate Analysis
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  Authors: Biplab Paul Philip T. Reiss Erjia Cui Noemi Foà a Department of Statistics; University of Haifa, Haifa, Israelb Division of Biostatistics Health Data Science, University of Minnesota, Minneapolis, MN
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  Citation: Journal of Computational and Graphical Statistics
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Bayesian L1/2 Regression
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  Authors: Xiongwen Ke Yanan Fan a School of Mathematics; Statistics, UNSW, Sydney, Australiac Data61, CSIRO, Sydney, Australia
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  PubDate: 2024-09-09T05:37:56Z
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Computational Methods for Fast Bayesian Model Assessment via Calibrated
Posterior p-values
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  Authors: Sally Paganin Perry de Valpine a Department of Statistics; The Ohio State University, Columbus, OHb Department of Environmental Science, Policy, Management, University of California, Berkeley, Berkeley, CA
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  Citation: Journal of Computational and Graphical Statistics
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Dynamic Prediction Using Landmark Historical Functional Cox Regression
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  Authors: Andrew Leroux Ciprian Crainiceanu a Department of Biostatistics; Informatics, University of Colorado Anschutz Medical Campus, Aurora, COb Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD
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  Citation: Journal of Computational and Graphical Statistics
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Distance-based Clustering of Functional Data with Derivative Principal
Component Analysis
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  Authors: Ping Yu Gongming Shi Chunjie Wang Xinyuan Song a School of Mathematics; Statistics, Changchun University of Technology, Changchun, China; d Department of Statistics, The Chinese University of Hong Kong, Shatin, Hong Kong
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  PubDate: 2024-09-03T01:57:20Z
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Parsimonious Tensor Dimension Reduction
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  Authors: Xin Xing Peng Zeng Youhui Ye Wenxuan Zhong a Department of Statistics; Virginia Tech, Blacksburg, VAb Department of Mathematics & Statistics, Auburn University, Auburn, ALc Department of Statistics, University of Georgia, Athens, GA
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-09-03T01:55:13Z
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On the Wasserstein Median of Probability Measures
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  Authors: Kisung You Dennis Shung Mauro Giuffrè a Department of Mathematics; Baruch College, New York, NYb Department of Internal Medicine, Yale School of Medicine, New Haven, CT
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-08-29T06:48:40Z
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Multivariate Singular Spectrum Analysis by Robust Diagonalwise Low-Rank
Approximation
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  Authors: Fabio Centofanti Mia Hubert Biagio Palumbo Peter J. Rousseeuw a Department of Industrial Engineering; University of Naples Federico II, Naples, Italyb Section of Statistics Data Science, Department of Mathematics, KU Leuven, Belgium
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  PubDate: 2024-08-29T06:45:17Z
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Generating Independent Replicates Directly from the Posterior Distribution
for a Class of Spatial Hierarchical Models
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  Authors: Jonathan R. Bradley Madelyn Clinch Department of Statistics; Florida State University, Tallahassee, FL
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  PubDate: 2024-08-26T03:23:31Z
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A Distribution-Free Method for Change Point Detection in Non-Sparse High
Dimensional Data
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  Authors: Reza Drikvandi Reza Modarres a Department of Mathematical Sciences; Durham University, Durham, UKb Department of Statistics, George Washington University, Washington, DC
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  Citation: Journal of Computational and Graphical Statistics
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Interval-Censored Linear Quantile Regression
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  Authors: Taehwa Choi Seohyeon Park Hunyong Cho Sangbum Choi a School of Mathematics; Statistics Data Science, Sungshin Women’s University, Seoul, South Koreab Data Science Center, Sungshin Women’s University, Seoul, South Koreac Department of Statistics, Korea University, Seoul, South Koread Amazon.com, Seattle, WAe Department of Statistical Science, Duke University, Durham, NC
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-08-23T08:49:27Z
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Class-Distributed Learning for Multinomial Logistic Regression with High
Dimensional Features and a Large Number of Classes
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  Authors: Shuyuan Wu Jing Zhou Ke Xu Hansheng Wang a School of Statistics; Economics, Beijing, Chinad Guanghua School of Management, Peking University, Beijing, China
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-07-22T03:01:59Z
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Ultra-Efficient MCMC for Bayesian Longitudinal Functional Data Analysis
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  Authors: Thomas Y. Sun Daniel R. Kowal a Department of Statistics; Rice University, Houston, TXb Department of Statistics Data Science, Cornell University, Ithaca, NY
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-07-22T02:59:26Z
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Multiple-Use Calibration for All Future Values and Exact Two-Sided
Simultaneous Tolerance Intervals in Linear Regression
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  Authors: Yang Han Lingjiao Wang Wei Liu Frank Bretz a Department of Mathematics; University of Manchester, Manchester, UKb School of Mathematical Sciences Intelligent Systems, Medical University of Vienna, Vienna, Austria
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-07-22T02:42:56Z
  DOI: 10.1080/10618600.2024.2359507
Versatile Descent Algorithms for Group Regularization and Variable
Selection in Generalized Linear Models
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  Authors: Nathaniel E. Helwig a Department of Psychology; University of Minnesota, Minneapolis, MNb School of Statistics, University of Minnesota, Minneapolis, MN
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-07-17T08:11:38Z
  DOI: 10.1080/10618600.2024.2362232
Fast Variational Inference for Bayesian Factor Analysis in Single and
Multi-Study Settings
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  Authors: Blake Hansen Alejandra Avalos-Pacheco Massimiliano Russo Roberta De Vito a Department of Biostatistics; Brown University, Providence, RIb Applied Statistics Research Unit, TU Wien, Vienna, Austriac Harvard-MIT Center for Regulatory Science, Harvard Medical School, Boston, MAd Department of Statistics, The Ohio State University, Columbus, OHe Data Science Institute, Brown University, Providence, RI
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-07-17T08:09:17Z
  DOI: 10.1080/10618600.2024.2356173
Principal Variables Analysis for Non-Gaussian Data
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  Authors: Dylan Clark-Boucher Jeffrey W. Miller Department of Biostatistics; Harvard University, Boston, MA
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-07-15T07:15:07Z
  DOI: 10.1080/10618600.2024.2367098
Iterated Data Sharpening
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  Authors: Hanxiao Chen W. John Braun Xiaoping Shi a Department of Mathematics; Statistics, University of British Columbia, Kelowna, BC, Canada
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  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-07-12T06:34:29Z
  DOI: 10.1080/10618600.2024.2362219
Kernel Angle Dependence Measures in Metric Spaces
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  Authors: Yilin Zhang Songshan Yang a Institute of Statistics; Big Data, Renmin University of China, Beijing, China
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-07-10T06:48:22Z
  DOI: 10.1080/10618600.2024.2357620
A Projection Approach to Local Regression with Variable-Dimension
Covariates
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  Authors: Matthew J. Heiner Garritt L. Page Fernando Andrés Quintana a Department of Statistics; Brigham Young University, Provo, UTb Departamento de Estadística, Pontificia Universidad Católica de Chile, Santiago, Chilec Millennium Nucleus Center for the Discovery of Structures in Complex Data, Santiago, Chile
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-06-17T07:51:49Z
  DOI: 10.1080/10618600.2024.2357636
Fast Calculation of Gaussian Process Multiple-Fold Cross-Validation
Residuals and their Covariances
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  Authors: David Ginsbourger Cédric Schärer Department of Mathematics; Statistics, University of Bern, Bern, Switzerland
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-06-17T07:50:39Z
  DOI: 10.1080/10618600.2024.2353633
smashGP: Large-Scale Spatial Modeling via Matrix-Free Gaussian Processes
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  Authors: Lucas Erlandson Ana María Estrada Gómez Edmond Chow Kamran Paynabar a School of Computational Science; Systems Engineering, Georgia Institute of Technology, Atlanta, GA
  Pages: 1 - 19
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-06-13T06:16:13Z
  DOI: 10.1080/10618600.2024.2353653
Loss-Based Variational Bayes Prediction
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  Authors: David T. Frazier Rubén Loaiza-Maya Gael M. Martin Bonsoo Koo Department of Econometrics; Business Statistics, Monash University, Clayton, Australia
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-06-11T01:39:33Z
  DOI: 10.1080/10618600.2024.2341899
Data Nuggets: A Method for Reducing Big Data While Preserving Data
Structure
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  Authors: Traymon E. Beavers Ge Cheng Yajie Duan Javier Cabrera Mariusz Lubomirski Dhammika Amaratunga Jeffrey E. Teigler a Janssen R&D; Spring House, PAb Department of Statistics, Rutgers University, New Brunswick, NJc Amgen Pharmaceutical, Thousand Oaks, CA
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-06-11T01:34:54Z
  DOI: 10.1080/10618600.2024.2341896
Variance-Reduced Stochastic Optimization for Efficient Inference of Hidden
Markov Models
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  Authors: Evan Sidrow Nancy Heckman Alexandre Bouchard-Côté Sarah M. E. Fortune Andrew W. Trites Marie Auger-Méthé a Department of Statistics; University of British Columbia, Vancouver, Canadab Department of Oceanography, Dalhousie University, Halifax, Canadac Department of Zoology, Institute for the Oceans Fisheries, University of British Columbia, Vancouver, Canada
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-06-07T04:57:06Z
  DOI: 10.1080/10618600.2024.2350476
Universal Inference Meets Random Projections: A Scalable Test for
Log-Concavity
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  Authors: Robin Dunn Aditya Gangrade Larry Wasserman Aaditya Ramdas a Advanced Methodology; Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-05-31T07:43:18Z
  DOI: 10.1080/10618600.2024.2347338
Distributed Learning for Principal Eigenspaces without Moment Constraints
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  Authors: Yong HeZichen LiuYalin Wanga Institute for Financial Studies; Shandong University, Jinan, Shandong, Chinab Academy of Mathematics Systems of Science, Chinese Academy of Sciences, Beijing, Chinac School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing, Chinad School of Mathematics, Shandong University, Jinan, Shandong, China
  Pages: 1 - 22
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-05-24T08:06:29Z
  DOI: 10.1080/10618600.2024.2341889
Relative Entropy Gradient Sampler for Unnormalized Distribution
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  Authors: Xingdong FengYuan GaoJian HuangYuling JiaoXu Liua School of Statistics; Data Analysis, Yunnan University, Kunming, China
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2024-05-21T03:12:19Z
  DOI: 10.1080/10618600.2024.2340523

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