Computation

Authors and titles for recent submissions

• Fri, 17 Jan 2025
• Thu, 16 Jan 2025
• Wed, 15 Jan 2025
• Tue, 14 Jan 2025
• Mon, 13 Jan 2025

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Fri, 17 Jan 2025

No updates for this time period.

Thu, 16 Jan 2025 (showing 4 of 4 entries )

[1] arXiv:2501.08366 [pdf, html, other]

Title: ouladFormat R package: Preparing the Open University Learning Analytics Dataset for analysis

Emma Howard

Subjects: Computation (stat.CO)

[2] arXiv:2501.08779 (cross-list from math.OC) [pdf, html, other]

Title: Nesterov Acceleration for Ensemble Kalman Inversion and Variants

Sydney Vernon, Eviatar Bach, Oliver R. A. Dunbar

Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG); Computation (stat.CO)

[3] arXiv:2501.08748 (cross-list from stat.AP) [pdf, html, other]

Title: A Semi-Parametric Bayesian Spatial Model for Rainfall Events in Geographically Complex Domains

Paolo Onorati, Antonio Canale

Subjects: Applications (stat.AP); Computation (stat.CO); Methodology (stat.ME)

[4] arXiv:2501.08355 (cross-list from q-bio.QM) [pdf, html, other]

Title: Continuation methods as a tool for parameter inference in electrophysiology modeling

Matt J Owen, Gary R Mirams

Subjects: Quantitative Methods (q-bio.QM); Dynamical Systems (math.DS); Computation (stat.CO)

Wed, 15 Jan 2025 (showing 6 of 6 entries )

[5] arXiv:2501.08320 [pdf, html, other]

Title: COMBO and COMMA: R packages for regression modeling and inference in the presence of misclassified binary mediator or outcome variables

Kimberly A. Hochstedler Webb, Martin T. Wells

Comments: 99 pages, 7 figures

Subjects: Computation (stat.CO); Other Statistics (stat.OT)

[6] arXiv:2501.08265 [pdf, html, other]

Title: Fast and Cheap Covariance Smoothing

Ho Yun, Victor M. Panaretos

Subjects: Computation (stat.CO); Applications (stat.AP)

[7] arXiv:2501.07795 [pdf, html, other]

Title: Black-box Optimization with Simultaneous Statistical Inference for Optimal Performance

Teng Lian, Jian-Qiang Hu, Yuhang Wu, Zeyu Zheng

Subjects: Computation (stat.CO); Machine Learning (stat.ML)

[8] arXiv:2501.07685 [pdf, html, other]

Title: Adaptive sequential Monte Carlo for automated cross validation in structural Bayesian hierarchical models

Geonhee Han, Andrew Gelman

Subjects: Computation (stat.CO); Applications (stat.AP)

[9] arXiv:2501.07668 [pdf, html, other]

Title: Fast sampling and model selection for Bayesian mixture models

M. E. J. Newman

Comments: 19 pages, 5 tables, 9 figures. Code and data available at this https URL

Subjects: Computation (stat.CO); Machine Learning (stat.ML)

[10] arXiv:2501.07642 [pdf, html, other]

Title: fastrerandomize: An R Package for Fast Rerandomization Using Accelerated Computing

Rebecca Goldstein, Connor T. Jerzak, Aniket Kamat, Fucheng Warren Zhu

Comments: 35 pages, 9 figures

Subjects: Computation (stat.CO)

Tue, 14 Jan 2025 (showing 4 of 4 entries )

[11] arXiv:2501.07035 [pdf, html, other]

Title: Parallel ADMM Algorithm with Gaussian Back Substitution for High-Dimensional Quantile Regression and Classification

Xiaofei Wu, Dingzi Guo, Rongmei Liang, Zhimin Zhang

Subjects: Computation (stat.CO)

[12] arXiv:2501.06634 [pdf, html, other]

Title: Fast Approximate Solution of Stein Equations for Post-Processing of MCMC

Qingyang Liu, Heishiro Kanagawa, Matthew A. Fisher, François-Xavier Briol, Chris. J. Oates

Subjects: Computation (stat.CO)

[13] arXiv:2501.07061 (cross-list from stat.ME) [pdf, html, other]

Title: A Beta Cauchy-Cauchy (BECCA) shrinkage prior for Bayesian variable selection

Linduni M. Rodrigo, Robert Kohn, Hadi M. Afshar, Sally Cripps

Subjects: Methodology (stat.ME); Computation (stat.CO)

[14] arXiv:2501.06435 (cross-list from stat.ME) [pdf, html, other]

Title: CMHSU: An R Statistical Software Package to Detect Mental Health Status, Substance Use Status, and their Concurrent Status in the North American Healthcare Administrative Database

Mohsen Soltanifar, Chel Hee Lee

Comments: 22 pages; 6 figures

Subjects: Methodology (stat.ME); Computation (stat.CO)

Mon, 13 Jan 2025 (showing 2 of 2 entries )

[15] arXiv:2501.05908 [pdf, html, other]

Title: MCMC for multi-modal distributions

Krzysztof Łatuszyński, Matthew T. Moores, Timothée Stumpf-Fétizon

Comments: Will appear in "Handbook of Markov Chain Monte Carlo", 2nd edition

Subjects: Computation (stat.CO)

[16] arXiv:2501.05458 [pdf, html, other]

Title: Generative Modeling: A Review

Nick Polson, Vadim Sokolov

Comments: arXiv admin note: substantial text overlap with arXiv:2305.14972

Subjects: Computation (stat.CO); Machine Learning (cs.LG)