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@article{DBLP:journals/jcgs/AhnCJ21,
author = {Jeongyoun Ahn and
Hee Cheol Chung and
Yongho Jeon},
title = {Trace Ratio Optimization for High-Dimensional Multi-Class Discrimination},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {192--203},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1807352},
doi = {10.1080/10618600.2020.1807352},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/AhnCJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/AlexopoulosB21,
author = {Angelos Alexopoulos and
Leonardo Bottolo},
title = {Bayesian Variable Selection for Gaussian Copula Regression Models},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {578--593},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1840997},
doi = {10.1080/10618600.2020.1840997},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/AlexopoulosB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/AntunesBGPW21,
author = {Nelson Antunes and
Shankar Bhamidi and
Tianjian Guo and
Vladas Pipiras and
Bang Wang},
title = {Sampling Based Estimation of In-Degree Distribution for Directed Complex
Networks},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {863--876},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1873143},
doi = {10.1080/10618600.2021.1873143},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/AntunesBGPW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ArroyoSPL21,
author = {Jes{\'{u}}s Arroyo and
Daniel L. Sussman and
Carey E. Priebe and
Vince Lyzinski},
title = {Maximum Likelihood Estimation and Graph Matching in Errorfully Observed
Networks},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1111--1123},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1872582},
doi = {10.1080/10618600.2021.1872582},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ArroyoSPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/BeginB21,
author = {Jean{-}Fran{\c{c}}ois B{\'{e}}gin and
Mathieu Boudreault},
title = {Likelihood Evaluation of Jump-Diffusion Models Using Deterministic
Nonlinear Filters},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {452--466},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1840995},
doi = {10.1080/10618600.2020.1840995},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/BeginB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/Bradley21,
author = {Jonathan R. Bradley},
title = {An Approach to Incorporate Subsampling Into a Generic Bayesian Hierarchical
Model},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {889--905},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1923518},
doi = {10.1080/10618600.2021.1923518},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/Bradley21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/CakalaMN21,
author = {Tomasz Cakala and
Blazej Miasojedow and
Wojciech Niemiro},
title = {Particle {MCMC} With Poisson Resampling: Parallelization and Continuous
Time Models},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {671--684},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1840998},
doi = {10.1080/10618600.2020.1840998},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/CakalaMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ChenGLW21,
author = {Yao Chen and
Qingyi Gao and
Faming Liang and
Xiao Wang},
title = {Nonlinear Variable Selection via Deep Neural Networks},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {484--492},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1814305},
doi = {10.1080/10618600.2020.1814305},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ChenGLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ChenKT21,
author = {You{-}Lin Chen and
Mladen Kolar and
Ruey S. Tsay},
title = {Tensor Canonical Correlation Analysis With Convergence and Statistical
Guarantees},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {728--744},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1856118},
doi = {10.1080/10618600.2020.1856118},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ChenKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ChenTKL21,
author = {Jingxiang Chen and
Quoc Tran{-}Dinh and
Michael R. Kosorok and
Yufeng Liu},
title = {Identifying Heterogeneous Effect Using Latent Supervised Clustering
With Adaptive Fusion},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {43--54},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1763808},
doi = {10.1080/10618600.2020.1763808},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ChenTKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ChengWZ21,
author = {Chao Cheng and
Rui Wang and
Heping Zhang},
title = {Surrogate Residuals for Discrete Choice Models},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {67--77},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1775618},
doi = {10.1080/10618600.2020.1775618},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ChengWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ChevalierMG21,
author = {Cl{\'{e}}ment Chevalier and
Olivia Martius and
David Ginsbourger},
title = {Modeling Nonstationary Extreme Dependence With Stationary Max-Stable
Processes and Multidimensional Scaling},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {745--755},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1844213},
doi = {10.1080/10618600.2020.1844213},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ChevalierMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/CuiCL21,
author = {Erjia Cui and
Ciprian M. Crainiceanu and
Andrew Leroux},
title = {Additive Functional Cox Model},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {780--793},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1853550},
doi = {10.1080/10618600.2020.1853550},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/CuiCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/DesclouxS21,
author = {Pascaline Descloux and
Sylvain Sardy},
title = {Model Selection With Lasso-Zero: Adding Straw to the Haystack to Better
Find Needles},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {530--543},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1869026},
doi = {10.1080/10618600.2020.1869026},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/DesclouxS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/EverittR21,
author = {Richard G. Everitt and
Paulina A. Rowinska},
title = {Delayed Acceptance {ABC-SMC}},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {55--66},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1775617},
doi = {10.1080/10618600.2020.1775617},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/EverittR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/FanLY21,
author = {Ye Fan and
Nan Lin and
Xianjun Yin},
title = {Penalized Quantile Regression for Distributed Big Data Using the Slack
Variable Representation},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {557--565},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1840996},
doi = {10.1080/10618600.2020.1840996},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/FanLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/FengXC21,
author = {Yuan Feng and
Luo Xiao and
Eric C. Chi},
title = {Sparse Single Index Models for Multivariate Responses},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {115--124},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1779080},
doi = {10.1080/10618600.2020.1779080},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/FengXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/FongX21,
author = {Youyi Fong and
Jun Xu},
title = {Forward Stepwise Deep Autoencoder-Based Monotone Nonlinear Dimensionality
Reduction Methods},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {519--529},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1856119},
doi = {10.1080/10618600.2020.1856119},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/FongX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/FrazierD21,
author = {David T. Frazier and
Christopher C. Drovandi},
title = {Robust Approximate Bayesian Inference With Synthetic Likelihood},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {958--976},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1875839},
doi = {10.1080/10618600.2021.1875839},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/FrazierD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/FriedbergTAW21,
author = {Rina Friedberg and
Julie Tibshirani and
Susan Athey and
Stefan Wager},
title = {Local Linear Forests},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {503--517},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1831930},
doi = {10.1080/10618600.2020.1831930},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/FriedbergTAW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/GagnonD21,
author = {Philippe Gagnon and
Arnaud Doucet},
title = {Nonreversible Jump Algorithms for Bayesian Nested Model Selection},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {312--323},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1826955},
doi = {10.1080/10618600.2020.1826955},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/GagnonD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/GhosalH21,
author = {Indrayudh Ghosal and
Giles Hooker},
title = {Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and
Its Variance Estimate},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {493--502},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1820345},
doi = {10.1080/10618600.2020.1820345},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/GhosalH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/Helwig21,
author = {Nathaniel E. Helwig},
title = {Spectrally Sparse Nonparametric Regression via Elastic Net Regularized
Smoothers},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {182--191},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1806855},
doi = {10.1080/10618600.2020.1806855},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/Helwig21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/HofertPZ21,
author = {Marius Hofert and
Avinash Prasad and
Mu Zhu},
title = {Quasi-Random Sampling for Multivariate Distributions via Generative
Neural Networks},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {647--670},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1868302},
doi = {10.1080/10618600.2020.1868302},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/HofertPZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/HolbrookLBDBRS21,
author = {Andrew J. Holbrook and
Philippe Lemey and
Guy Baele and
Simon Dellicour and
Dirk Brockmann and
Andrew Rambaut and
Marc A. Suchard},
title = {Massive Parallelization Boosts Big Bayesian Multidimensional Scaling},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {11--24},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1754226},
doi = {10.1080/10618600.2020.1754226},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/HolbrookLBDBRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/HothornZ21,
author = {Torsten Hothorn and
Achim Zeileis},
title = {Predictive Distribution Modeling Using Transformation Forests},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1181--1196},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1872581},
doi = {10.1080/10618600.2021.1872581},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/HothornZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/HsuHT21,
author = {Nan{-}Jung Hsu and
Hsin{-}Cheng Huang and
Ruey S. Tsay},
title = {Matrix Autoregressive Spatio-Temporal Models},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1143--1155},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1938587},
doi = {10.1080/10618600.2021.1938587},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/HsuHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/HuW21,
author = {Jianchang Hu and
Yazhen Wang},
title = {Quantum Annealing via Path-Integral Monte Carlo With Data Augmentation},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {284--296},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1814787},
doi = {10.1080/10618600.2020.1814787},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/HuW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/HuangCMH21,
author = {Hsin{-}Cheng Huang and
Noel Cressie and
Andrew Zammit{-}Mangion and
Guowen Huang},
title = {False Discovery Rates to Detect Signals from Incomplete Spatially
Aggregated Data},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1081--1094},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1873144},
doi = {10.1080/10618600.2021.1873144},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcgs/HuangCMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/JauchHD21,
author = {Michael Jauch and
Peter D. Hoff and
David B. Dunson},
title = {Monte Carlo Simulation on the Stiefel Manifold via Polar Expansion},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {622--631},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1859382},
doi = {10.1080/10618600.2020.1859382},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/JauchHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/JinT21,
author = {Rui Jin and
Aixin Tan},
title = {Fast Markov Chain Monte Carlo for High-Dimensional Bayesian Regression
Models With Shrinkage Priors},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {632--646},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1864383},
doi = {10.1080/10618600.2020.1864383},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcgs/JinT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/JurekK21,
author = {Marcin Jurek and
Matthias Katzfuss},
title = {Multi-Resolution Filters for Massive Spatio-Temporal Data},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1095--1110},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1886938},
doi = {10.1080/10618600.2021.1886938},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/JurekK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/Kandanaarachchi21,
author = {Sevvandi Kandanaarachchi and
Rob J. Hyndman},
title = {Dimension Reduction for Outlier Detection Using {DOBIN}},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {204--219},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1807353},
doi = {10.1080/10618600.2020.1807353},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/Kandanaarachchi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/Karabatsos21,
author = {George Karabatsos},
title = {Fast Search and Estimation of Bayesian Nonparametric Mixture Models
Using a Classification Annealing {EM} Algorithm},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {236--247},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1807995},
doi = {10.1080/10618600.2020.1807995},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/Karabatsos21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/KawaguchiSSL21,
author = {Eric S. Kawaguchi and
Jenny I. Shen and
Marc A. Suchard and
Gang Li},
title = {Scalable Algorithms for Large Competing Risks Data},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {685--693},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1841650},
doi = {10.1080/10618600.2020.1841650},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/KawaguchiSSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/KenneyCF21,
author = {Ana Kenney and
Francesca Chiaromonte and
Giovanni Felici},
title = {{MIP-BOOST:} Efficient and Effective \emph{L}\({}_{\mbox{0}}\) Feature
Selection for Linear Regression},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {566--577},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1845184},
doi = {10.1080/10618600.2020.1845184},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/KenneyCF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/KimW21,
author = {Myungjin Kim and
Li Wang},
title = {Generalized Spatially Varying Coefficient Models},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {1--10},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1754225},
doi = {10.1080/10618600.2020.1754225},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/KimW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/KleinNS21,
author = {Nadja Klein and
David J. Nott and
Michael Stanley Smith},
title = {Marginally Calibrated Deep Distributional Regression},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {467--483},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1807996},
doi = {10.1080/10618600.2020.1807996},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcgs/KleinNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/KrockKB21,
author = {Mitchell Krock and
William Kleiber and
Stephen Becker},
title = {Nonstationary Modeling With Sparsity for Spatial Data via the Basis
Graphical Lasso},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {375--389},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1811103},
doi = {10.1080/10618600.2020.1811103},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/KrockKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/LaiHL21,
author = {Randy C. S. Lai and
Jan Hannig and
Thomas C. M. Lee},
title = {Method {G:} Uncertainty Quantification for Distributed Data Problems
Using Generalized Fiducial Inference},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {934--945},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1923514},
doi = {10.1080/10618600.2021.1923514},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/LaiHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/LenziCRG21,
author = {Amanda Lenzi and
Stefano Castruccio and
H{\aa}vard Rue and
Marc G. Genton},
title = {Improving Bayesian Local Spatial Models in Large Datasets},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {349--359},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1814789},
doi = {10.1080/10618600.2020.1814789},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/LenziCRG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/LiD21,
author = {Zeda Li and
Yuexiao Dong},
title = {Model-Free Variable Selection With Matrix-Valued Predictors},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {171--181},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1806854},
doi = {10.1080/10618600.2020.1806854},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcgs/LiD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/LiRFK21,
author = {Zeda Li and
Ori Rosen and
Fabio Ferrarelli and
Robert T. Krafty},
title = {Adaptive Bayesian Spectral Analysis of High-Dimensional Nonstationary
Time Series},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {794--807},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1868305},
doi = {10.1080/10618600.2020.1868305},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/LiRFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/LinWM21,
author = {Chen Lin and
Kevin Y. X. Wang and
Samuel M{\"{u}}ller},
title = {{MCVIS:} {A} New Framework for Collinearity Discovery, Diagnostic,
and Visualization},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {125--132},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1779729},
doi = {10.1080/10618600.2020.1779729},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/LinWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/LondschienKB21,
author = {Malte Londschien and
Solt Kov{\'{a}}cs and
Peter B{\"{u}}hlmann},
title = {Change-Point Detection for Graphical Models in the Presence of Missing
Values},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {768--779},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1853549},
doi = {10.1080/10618600.2020.1853549},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/LondschienKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/LuoQ21,
author = {Ruiyan Luo and
Xin Qi},
title = {Functional Regression for Densely Observed Data With Novel Regularization},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {220--235},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1807994},
doi = {10.1080/10618600.2020.1807994},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcgs/LuoQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/MarchantKERS21,
author = {Neil G. Marchant and
Andee Kaplan and
Daniel N. Elazar and
Benjamin I. P. Rubinstein and
Rebecca C. Steorts},
title = {d-blink: Distributed End-to-End Bayesian Entity Resolution},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {406--421},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1825451},
doi = {10.1080/10618600.2020.1825451},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/MarchantKERS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/MenafoglioPS21,
author = {Alessandra Menafoglio and
Davide Pigoli and
Piercesare Secchi},
title = {Kriging Riemannian Data via Random Domain Decompositions},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {709--727},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1853548},
doi = {10.1080/10618600.2020.1853548},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/MenafoglioPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/MengXMZZM21,
author = {Cheng Meng and
Rui Xie and
Abhyuday Mandal and
Xinlian Zhang and
Wenxuan Zhong and
Ping Ma},
title = {LowCon: {A} Design-based Subsampling Approach in a Misspecified Linear
Model},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {694--708},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1844215},
doi = {10.1080/10618600.2020.1844215},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/MengXMZZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/MolstadWDR21,
author = {Aaron J. Molstad and
Guangwei Weng and
Charles R. Doss and
Adam J. Rothman},
title = {An Explicit Mean-Covariance Parameterization for Multivariate Response
Linear Regression},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {612--621},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1853551},
doi = {10.1080/10618600.2020.1853551},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/MolstadWDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/MoonJLK21,
author = {Sang Jun Moon and
Jong{-}June Jeon and
Jason Sang Hun Lee and
Yongdai Kim},
title = {Learning Multiple Quantiles With Neural Networks},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1238--1248},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1909601},
doi = {10.1080/10618600.2021.1909601},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/MoonJLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/NagyD21,
author = {Stanislav Nagy and
Jir{\'{\i}} Dvor{\'{a}}k},
title = {Illumination Depth},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {78--90},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1776717},
doi = {10.1080/10618600.2020.1776717},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/NagyD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/Nieto-BarajasN21,
author = {Luis E. Nieto{-}Barajas and
Gabriel N{\'{u}}{\~{n}}ez{-}Antonio},
title = {Projected P{\'{o}}lya Tree},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1197--1208},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1923515},
doi = {10.1080/10618600.2021.1923515},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcgs/Nieto-BarajasN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/Ofori-BoatengGC21,
author = {Dorcas Ofori{-}Boateng and
Yulia R. Gel and
Ivor Cribben},
title = {Nonparametric Anomaly Detection on Time Series of Graphs},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {756--767},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1844214},
doi = {10.1080/10618600.2020.1844214},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/Ofori-BoatengGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/OsmundsenKL21,
author = {Kjartan Kloster Osmundsen and
Tore Selland Kleppe and
Roman Liesenfeld},
title = {Importance Sampling-Based Transport Map Hamiltonian Monte Carlo for
Bayesian Hierarchical Models},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {906--919},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1923519},
doi = {10.1080/10618600.2021.1923519},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/OsmundsenKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ParkH21,
author = {Jaewoo Park and
Murali Haran},
title = {Reduced-Dimensional Monte Carlo Maximum Likelihood for Latent Gaussian
Random Field Models},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {269--283},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1811106},
doi = {10.1080/10618600.2020.1811106},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ParkH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/PhamNLL21,
author = {Minh Pham and
Anh Ninh and
Hoang Le and
Yufeng Liu},
title = {An Efficient Algorithm for Minimizing Multi Non-Smooth Component Functions},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {162--170},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1804390},
doi = {10.1080/10618600.2020.1804390},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/PhamNLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/PriceMS21,
author = {Bradley S. Price and
Aaron J. Molstad and
Ben Sherwood},
title = {Estimating Multiple Precision Matrices With Cluster Fusion Regularization},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {823--834},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1874963},
doi = {10.1080/10618600.2021.1874963},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/PriceMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/QuirozTVKD21,
author = {Matias Quiroz and
Minh{-}Ngoc Tran and
Mattias Villani and
Robert Kohn and
Khue{-}Dung Dang},
title = {The Block-Poisson Estimator for Optimally Tuned Exact Subsampling
{MCMC}},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {877--888},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1917420},
doi = {10.1080/10618600.2021.1917420},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/QuirozTVKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/RendellJLW21,
author = {Lewis J. Rendell and
Adam M. Johansen and
Anthony Lee and
Nick Whiteley},
title = {Global Consensus Monte Carlo},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {249--259},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1811105},
doi = {10.1080/10618600.2020.1811105},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/RendellJLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/RobertsonFVJ21,
author = {Nathan Robertson and
James M. Flegal and
Dootika Vats and
Galin L. Jones},
title = {Assessing and Visualizing Simultaneous Simulation Error},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {324--334},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1824871},
doi = {10.1080/10618600.2020.1824871},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/RobertsonFVJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/RohrbeckT21,
author = {Christian Rohrbeck and
Jonathan A. Tawn},
title = {Bayesian Spatial Clustering of Extremal Behavior for Hydrological
Variables},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {91--105},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1777139},
doi = {10.1080/10618600.2020.1777139},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/RohrbeckT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/RoyRGSS21,
author = {Arkaprava Roy and
Brian J. Reich and
Joseph Guinness and
Russell T. Shinohara and
Ana{-}Maria Staicu},
title = {Spatial Shrinkage Via the Product Independent Gaussian Process Prior},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1068--1080},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1923512},
doi = {10.1080/10618600.2021.1923512},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/RoyRGSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/RuschMH21,
author = {Thomas Rusch and
Patrick Mair and
Kurt Hornik},
title = {Cluster Optimized Proximity Scaling},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1156--1167},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1869027},
doi = {10.1080/10618600.2020.1869027},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/RuschMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/SassLR21,
author = {Danielle Sass and
Bo Li and
Brian J. Reich},
title = {Flexible and Fast Spatial Return Level Estimation Via a Spatially
Fused Penalty},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1124--1142},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1938584},
doi = {10.1080/10618600.2021.1938584},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/SassLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/SchusterK21,
author = {Ingmar Schuster and
Ilja Klebanov},
title = {Markov Chain Importance Sampling - {A} Highly Efficient Estimator
for {MCMC}},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {260--268},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1826953},
doi = {10.1080/10618600.2020.1826953},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/SchusterK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/Sewell21,
author = {Daniel K. Sewell},
title = {Model-Based Edge Clustering},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {390--405},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1811104},
doi = {10.1080/10618600.2020.1811104},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/Sewell21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/SilvaCL21,
author = {Natalia da Silva and
Dianne Cook and
Eun{-}Kyung Lee},
title = {A Projection Pursuit Forest Algorithm for Supervised Classification},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1168--1180},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1870480},
doi = {10.1080/10618600.2020.1870480},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/SilvaCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/SlawskiDB21,
author = {Martin Slawski and
Guoqing Diao and
Emanuel Ben{-}David},
title = {A Pseudo-Likelihood Approach to Linear Regression With Partially Shuffled
Data},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {991--1003},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1870482},
doi = {10.1080/10618600.2020.1870482},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/SlawskiDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/SrivastavaX21,
author = {Sanvesh Srivastava and
Yixiang Xu},
title = {Distributed Bayesian Inference in Linear Mixed-Effects Models},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {594--611},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1869025},
doi = {10.1080/10618600.2020.1869025},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/SrivastavaX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/TalagalaHS21,
author = {Priyanga Dilini Talagala and
Rob J. Hyndman and
Kate Smith{-}Miles},
title = {Anomaly Detection in High-Dimensional Data},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {360--374},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1807997},
doi = {10.1080/10618600.2020.1807997},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/TalagalaHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ValkC21,
author = {Marcio Valk and
Gabriela Bettella Cybis},
title = {\emph{U}-Statistical Inference for Hierarchical Clustering},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {133--143},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1796398},
doi = {10.1080/10618600.2020.1796398},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ValkC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/VonoDC21,
author = {Maxime Vono and
Nicolas Dobigeon and
Pierre Chainais},
title = {Asymptotically Exact Data Augmentation: Models, Properties, and Algorithms},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {335--348},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1826954},
doi = {10.1080/10618600.2020.1826954},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/VonoDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/WangRT21,
author = {Qi Wang and
Vinayak Rao and
Yee Whye Teh},
title = {An Exact Auxiliary Variable Gibbs Sampler for a Class of Diffusions},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {297--311},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1816177},
doi = {10.1080/10618600.2020.1816177},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/WangRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/WangZLR21,
author = {Haiying Wang and
Dixin Zhang and
Hua Liang and
David Ruppert},
title = {Iterative Likelihood: {A} Unified Inference Tool},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {920--933},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1904961},
doi = {10.1080/10618600.2021.1904961},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/WangZLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/WhitakerBS21,
author = {Thomas Whitaker and
Boris Beranger and
Scott A. Sisson},
title = {Logistic Regression Models for Aggregated Data},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1049--1067},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1895816},
doi = {10.1080/10618600.2021.1895816},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/WhitakerBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/WielNR21,
author = {Mark A. van de Wiel and
Mirrelijn M. van Nee and
Armin Rauschenberger},
title = {Fast Cross-validation for Multi-penalty High-dimensional Ridge Regression},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {835--847},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1904962},
doi = {10.1080/10618600.2021.1904962},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/WielNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/WoodyCM21,
author = {Spencer Woody and
Carlos M. Carvalho and
Jared S. Murray},
title = {Model Interpretation Through Lower-Dimensional Posterior Summarization},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {144--161},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1796684},
doi = {10.1080/10618600.2020.1796684},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/WoodyCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/WuCSY21,
author = {Jing Wu and
Ming{-}Hui Chen and
Elizabeth D. Schifano and
Jun Yan},
title = {Online Updating of Survival Analysis},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1209--1223},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1870481},
doi = {10.1080/10618600.2020.1870481},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/WuCSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/WycoffBW21,
author = {Nathan Wycoff and
Micka{\"{e}}l Binois and
Stefan M. Wild},
title = {Sequential Learning of Active Subspaces},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1224--1237},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1874962},
doi = {10.1080/10618600.2021.1874962},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/WycoffBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/X21,
title = {\emph{JCGS }Editorial Collaborators},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {i--iii},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1875769},
doi = {10.1080/10618600.2021.1875769},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/Yang21,
author = {Lu Yang},
title = {Assessment of Regression Models With Discrete Outcomes Using Quasi-Empirical
Residual Distribution Functions},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1019--1035},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1910042},
doi = {10.1080/10618600.2021.1910042},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/Yang21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/YangPPM21,
author = {Congyuan Yang and
Carey E. Priebe and
Youngser Park and
David J. Marchette},
title = {Simultaneous Dimensionality and Complexity Model Selection for Spectral
Graph Clustering},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {422--441},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1824870},
doi = {10.1080/10618600.2020.1824870},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/YangPPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/YangT21,
author = {Ting Yang and
Zhiqiang Tan},
title = {Hierarchical Total Variations and Doubly Penalized {ANOVA} Modeling
for Multivariate Nonparametric Regression},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {848--862},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1923513},
doi = {10.1080/10618600.2021.1923513},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/YangT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/YiT21,
author = {Mengxi Yi and
David E. Tyler},
title = {Shrinking the Covariance Matrix Using Convex Penalties on the Matrix-Log
Transformation},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {2},
pages = {442--451},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1814788},
doi = {10.1080/10618600.2020.1814788},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/YiT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/YoonMG21,
author = {Grace Yoon and
Christian L. M{\"{u}}ller and
Irina Gaynanova},
title = {Fast Computation of Latent Correlations},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1249--1256},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1882468},
doi = {10.1080/10618600.2021.1882468},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/YoonMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/YuNTK21,
author = {Xuejun Yu and
David J. Nott and
Minh{-}Ngoc Tran and
Nadja Klein},
title = {Assessment and Adjustment of Approximate Inference Algorithms Using
the Law of Total Variance},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {977--990},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1880921},
doi = {10.1080/10618600.2021.1880921},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/YuNTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ZengZW21,
author = {Yanyan Zeng and
Hongyu Zhao and
Tao Wang},
title = {Model-Based Microbiome Data Ordination: {A} Variational Approximation
Approach},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1036--1048},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1882467},
doi = {10.1080/10618600.2021.1882467},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ZengZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ZhangNR21,
author = {Tao Zhang and
Yang Ning and
David Ruppert},
title = {Optimal Sampling for Generalized Linear Models Under Measurement Constraints},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {106--114},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1778483},
doi = {10.1080/10618600.2020.1778483},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ZhangNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ZhangR21,
author = {Boqian Zhang and
Vinayak Rao},
title = {Efficient Parameter Sampling for Markov Jump Processes},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {1},
pages = {25--42},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1763807},
doi = {10.1080/10618600.2020.1763807},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ZhangR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ZhaoY21,
author = {Zifeng Zhao and
Chun Yip Yau},
title = {Alternating Pruned Dynamic Programming for Multiple Epidemic Change-Point
Estimation},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {808--821},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1868304},
doi = {10.1080/10618600.2020.1868304},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ZhaoY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ZhengBSMA21,
author = {Peng Zheng and
Ryan Barber and
Reed J. D. Sorensen and
Christopher J. L. Murray and
Aleksandr Y. Aravkin},
title = {Trimmed Constrained Mixed Effects Models: Formulations and Algorithms},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {3},
pages = {544--556},
year = {2021},
url = {https://doi.org/10.1080/10618600.2020.1868303},
doi = {10.1080/10618600.2020.1868303},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ZhengBSMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ZhouGTG21,
author = {Bingxin Zhou and
Junbin Gao and
Minh{-}Ngoc Tran and
Richard Gerlach},
title = {Manifold Optimization-Assisted Gaussian Variational Approximation},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {946--957},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1923516},
doi = {10.1080/10618600.2021.1923516},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ZhouGTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ZhuLW21,
author = {Xuening Zhu and
Feng Li and
Hansheng Wang},
title = {Least-Square Approximation for a Distributed System},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {1004--1018},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1923517},
doi = {10.1080/10618600.2021.1923517},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ZhuLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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