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Authors and titles for recent submissions

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Mon, 13 Jan 2025 (showing 28 of 28 entries )

[175] arXiv:2501.06180 [pdf, html, other]

Title: Probabilistic Forecasts of Load, Solar and Wind for Electricity Price Forecasting

Bartosz Uniejewski, Florian Ziel

Subjects: Applications (stat.AP)

[176] arXiv:2501.06166 [pdf, html, other]

Title: Statistical Challenges in Analyzing Migrant Backgrounds Among University Students: a Case Study from Italy

Lorenzo Giammei, Laura Terzera, Fulvia Mecatti

Comments: 20 pages, 6 figures

Subjects: Applications (stat.AP)

[177] arXiv:2501.06133 [pdf, other]

Title: Testing conditional independence under isotonicity

Rohan Hore, Jake A. Soloff, Rina Foygel Barber, Richard J. Samworth

Comments: 69 pages, 5 figures

Subjects: Methodology (stat.ME)

[178] arXiv:2501.06094 [pdf, html, other]

Title: Identification and Scaling of Latent Variables in Ordinal Factor Analysis

Edgar C. Merkle, Sonja D. Winter, Ellen Fitzsimmons

Comments: 21 pages, 3 figures

Subjects: Methodology (stat.ME)

[179] arXiv:2501.06024 [pdf, html, other]

Title: Doubly-Robust Functional Average Treatment Effect Estimation

Lorenzo Testa, Tobia Boschi, Francesca Chiaromonte, Edward H. Kennedy, Matthew Reimherr

Comments: 19 pages, 2 figures

Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

[180] 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)

[181] arXiv:2501.05873 [pdf, html, other]

Title: Forecasting Soccer Matches through Distributions

Tiago Mendes-Neves, Yassine Baghoussi, Luís Meireles, Carlos Soares, João Mendes-Moreira

Subjects: Applications (stat.AP)

[182] arXiv:2501.05863 [pdf, other]

Title: An approach to non-homogenous phase-type distributions through multiple cut-points

Juan Eloy Ruiz-Castro, Christian Acal, Juan B. Roldán

Journal-ref: Quality Engineering, Volume 35, Issue 4, Pages 619 - 638, Year 2023

Subjects: Methodology (stat.ME)

[183] arXiv:2501.05858 [pdf, html, other]

Title: The Geostrategy of Youth Player Recruitment in Portuguese Clubs

Tiago Mendes-Neves, Luís Meireles, João Mendes-Moreira, Nuno de Almeida

Subjects: Applications (stat.AP)

[184] arXiv:2501.05836 [pdf, other]

Title: Causal survival analysis, Estimation of the Average Treatment Effect (ATE): Practical Recommendations

Charlotte Voinot (PREMEDICAL, Sanofi Gentilly), Clément Berenfeld, Imke Mayer, Bernard Sebastien (Sanofi Gentilly), Julie Josse (PREMEDICAL)

Subjects: Methodology (stat.ME)

[185] arXiv:2501.05745 [pdf, html, other]

Title: Covariate Dependent Mixture of Bayesian Networks

Roman Marchant, Dario Draca, Gilad Francis, Sahand Assadzadeh, Mathew Varidel, Frank Iorfino, Sally Cripps

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[186] arXiv:2501.05676 [pdf, html, other]

Title: An Efficient Dual ADMM for Huber Regression with Fused Lasso Penalty

Mengjiao Shi, Yunhai Xiao

Comments: 14 pages,24 figures

Subjects: Methodology (stat.ME); Optimization and Control (math.OC)

[187] arXiv:2501.05645 [pdf, html, other]

Title: k-Sample inference via Multimarginal Optimal Transport

Natalia Kravtsova

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[188] arXiv:2501.05618 [pdf, html, other]

Title: Introducing the generalized gamma distribution: a flexible distribution for index standardization

Jillian C. Dunic, Jason Conner, Sean C. Anderson, James T. Thorson

Subjects: Methodology (stat.ME)

[189] arXiv:2501.05596 [pdf, html, other]

Title: A generalization of a U-statistics-based MCAR Test: Utilizing Partially Observed Variables

Danijel Aleksić

Comments: 13 pages, 13 figures

Subjects: Statistics Theory (math.ST)

[190] arXiv:2501.05584 [pdf, html, other]

Title: The Impact of Question Framing on the Precision of Automatic Occupation Coding

Olga Kononykhina, Malte Schierholz, Frauke Kreuter

Subjects: Applications (stat.AP); Other Statistics (stat.OT)

[191] arXiv:2501.05556 [pdf, html, other]

Title: Bayesian Model Selection for Network Discrimination and Risk-informed Decision Making in Material Flow Analysis

Jiankan Liao, Xun Huan, Daniel Cooper

Comments: 17 pages of main paper and 26 pages of supporting information

Subjects: Applications (stat.AP)

[192] arXiv:2501.05533 [pdf, html, other]

Title: Propensity score matching in semaglutide retrospective studies

Elizabeth Mohney, Alexey Shvets

Comments: arXiv admin note: This version has been removed by arXiv administrators as the submitter did not have the right to agree to the license at the time of submission

Subjects: Applications (stat.AP)

[193] arXiv:2501.05530 [pdf, html, other]

Title: Outlyingness Scores with Cluster Catch Digraphs

Rui Shi, Nedret Billor, Elvan Ceyhan

Comments: 29 pages, 7 figures, 16 tables

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[194] 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)

[195] arXiv:2501.06148 (cross-list from cs.LG) [pdf, html, other]

Title: From discrete-time policies to continuous-time diffusion samplers: Asymptotic equivalences and faster training

Julius Berner, Lorenz Richter, Marcin Sendera, Jarrid Rector-Brooks, Nikolay Malkin

Comments: code: this https URL

Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)

[196] arXiv:2501.06077 (cross-list from cs.LG) [pdf, html, other]

Title: Explainable Federated Bayesian Causal Inference and Its Application in Advanced Manufacturing

Xiaofeng Xiao, Khawlah Alharbi, Pengyu Zhang, Hantang Qin, Xubo Yue

Comments: 26 pages

Subjects: Machine Learning (cs.LG); Applications (stat.AP)

[197] arXiv:2501.05930 (cross-list from math.OC) [pdf, other]

Title: Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks

David A. R. Robin (DI-ENS), Kevin Scaman (DI-ENS), Marc Lelarge (DI-ENS)

Comments: The Twelfth International Conference on Learning Representations, May 2024, Vienna, Austria

Subjects: Optimization and Control (math.OC); Machine Learning (stat.ML)

[198] arXiv:2501.05803 (cross-list from cs.LG) [pdf, html, other]

Title: Alignment without Over-optimization: Training-Free Solution for Diffusion Models

Sunwoo Kim, Minkyu Kim, Dongmin Park

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Statistics Theory (math.ST)

[199] arXiv:2501.05772 (cross-list from cs.LG) [pdf, other]

Title: rmlnomogram: An R package to construct an explainable nomogram for any machine learning algorithms

Herdiantri Sufriyana, Emily Chia-Yu Su

Comments: 16 pages, 2 figures, 1 table, 3 equations, 1 algorithm, 4 code snippets

Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)

[200] arXiv:2501.05761 (cross-list from cs.CY) [pdf, html, other]

Title: Empirical Power Analysis of a Statistical Test to Quantify Gerrymandering

Ranthony A. Clark, Susan Glenn, Harlin Lee, Soledad Villar

Subjects: Computers and Society (cs.CY); Applications (stat.AP)

[201] arXiv:2501.05731 (cross-list from cs.LG) [pdf, html, other]

Title: Diving Deep: Forecasting Sea Surface Temperatures and Anomalies

Ding Ning, Varvara Vetrova, Karin R. Bryan, Yun Sing Koh, Andreas Voskou, N'Dah Jean Kouagou, Arnab Sharma

Comments: The paper contains 9 pages for the main text and 10 pages including References. 5 figures. Discovery Track, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2024

Subjects: Machine Learning (cs.LG); Atmospheric and Oceanic Physics (physics.ao-ph); Applications (stat.AP)

[202] arXiv:2501.05564 (cross-list from cs.LG) [pdf, html, other]

Title: Analog Bayesian neural networks are insensitive to the shape of the weight distribution

Ravi G. Patel, T. Patrick Xiao, Sapan Agarwal, Christopher Bennett

Comments: Presented at the NeurIPS 2024 Workshop on Machine Learning with New Compute Paradigms, this https URL

Subjects: Machine Learning (cs.LG); Hardware Architecture (cs.AR); Machine Learning (stat.ML)