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Statistics Theory

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Total of 37 entries
Showing up to 50 entries per page: fewer | more | all

Fri, 17 Jan 2025 (showing 6 of 6 entries )

[1] arXiv:2501.09483 [pdf, html, other]
Title: Semiparametrics via parametrics and contiguity
Adam Lee, Emil A. Stoltenberg, Per A. Mykland
Subjects: Statistics Theory (math.ST); Econometrics (econ.EM); Methodology (stat.ME)
[2] arXiv:2501.09691 (cross-list from cs.LG) [pdf, html, other]
Title: A Near-optimal Algorithm for Learning Margin Halfspaces with Massart Noise
Ilias Diakonikolas, Nikos Zarifis
Subjects: Machine Learning (cs.LG); Data Structures and Algorithms (cs.DS); Statistics Theory (math.ST); Machine Learning (stat.ML)
[3] arXiv:2501.09648 (cross-list from stat.ME) [pdf, html, other]
Title: Statistical inference for interacting innovation processes and related general results
Giacomo Aletti, Irene Crimaldi, Andrea Ghiglietti
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[4] arXiv:2501.09500 (cross-list from math.NA) [pdf, html, other]
Title: Lattice Rules Meet Kernel Cubature
Vesa Kaarnioja, Ilja Klebanov, Claudia Schillings, Yuya Suzuki
Comments: 15 pages, 2 figures
Subjects: Numerical Analysis (math.NA); Statistics Theory (math.ST)
[5] arXiv:2501.09336 (cross-list from stat.ML) [pdf, other]
Title: Estimating shared subspace with AJIVE: the power and limitation of multiple data matrices
Yuepeng Yang, Cong Ma
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[6] arXiv:2501.09022 (cross-list from stat.ML) [pdf, html, other]
Title: Generative Models with ELBOs Converging to Entropy Sums
Jan Warnken, Dmytro Velychko, Simon Damm, Asja Fischer, Jörg Lücke
Comments: 16 Pages
Subjects: Machine Learning (stat.ML); Information Theory (cs.IT); Machine Learning (cs.LG); Probability (math.PR); Statistics Theory (math.ST)

Thu, 16 Jan 2025 (showing 7 of 7 entries )

[7] arXiv:2501.08939 [pdf, html, other]
Title: Total positivity and dependence of order statistics
Enrique de Amo, José Juan Quesada-Molina, Manuel Úbeda-Flores
Journal-ref: AIMS Mathematics, volume 8, number 12 (2023), 30717-30730
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[8] arXiv:2501.08810 [pdf, html, other]
Title: Nonparametric inference for Poisson-Laguerre tessellations
Thomas van der Jagt, Geurt Jongbloed, Martina Vittorietti
Comments: 31 pages, 6 figures
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[9] arXiv:2501.08477 [pdf, html, other]
Title: On the Asymptotics of Importance Weighted Variational Inference
Badr-Eddine Cherief-Abdellatif, Randal Douc, Arnaud Doucet, Hugo Marival
Comments: 25 pages, 2 figures
Subjects: Statistics Theory (math.ST)
[10] arXiv:2501.08392 [pdf, html, other]
Title: Detecting Abrupt Changes in Point Processes: Fundamental Limits and Applications
Anna Brandenberger, Elchanan Mossel, Anirudh Sridhar
Comments: 44 pages, 9 figures
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[11] arXiv:2501.08979 (cross-list from math.PR) [pdf, html, other]
Title: The Berry-Esseen Bound for High-dimensional Self-normalized Sums
Woonyoung Chang, Kenta Takatsu, Konrad Urban, Arun Kumar Kuchibhotla
Subjects: Probability (math.PR); Statistics Theory (math.ST)
[12] arXiv:2501.08786 (cross-list from math.PR) [pdf, html, other]
Title: Differentiability and overlap concentration in optimal Bayesian inference
Hong-Bin Chen (IHES), Victor Issa (ENS de Lyon)
Comments: 17 pages
Subjects: Probability (math.PR); Information Theory (cs.IT); Statistics Theory (math.ST)
[13] arXiv:2501.08492 (cross-list from stat.ME) [pdf, html, other]
Title: Bayesian Sphere-on-Sphere Regression with Optimal Transport Maps
Tin Lok James Ng, Kwok-Kun Kwong, Jiakun Liu, Andrew Zammit-Mangion
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

Wed, 15 Jan 2025 (showing 10 of 10 entries )

[14] arXiv:2501.07772 [pdf, other]
Title: Bridging Root-$n$ and Non-standard Asymptotics: Dimension-agnostic Adaptive Inference in M-Estimation
Kenta Takatsu, Arun Kumar Kuchibhotla
Subjects: Statistics Theory (math.ST); Econometrics (econ.EM); Methodology (stat.ME)
[15] arXiv:2501.07770 [pdf, html, other]
Title: Maximum likelihood estimation in the sparse Rasch model
Pai Peng, Lianqiang Qu, Qiuping Wang, Shufang Wang, Ting Yan
Comments: 32 pages, 3 figures
Subjects: Statistics Theory (math.ST)
[16] arXiv:2501.07665 [pdf, html, other]
Title: Nonparametric estimation of the multivariate Spearman's footrule: a further discussion
Ana Pérez, Mercedes Prieto-Alaiz, Fernando Chamizo, Eckhard Liebscher, Manuel Úbeda-Flores
Journal-ref: Fuzzy Sets and Systems, volume 467 (2023), article 108489
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[17] arXiv:2501.07645 [pdf, html, other]
Title: Coverage errors for Student's t confidence intervals comparable to those in Hall (1988)
Art B. Owen
Subjects: Statistics Theory (math.ST); Numerical Analysis (math.NA)
[18] arXiv:2501.08330 (cross-list from cs.LG) [pdf, html, other]
Title: Gradient Equilibrium in Online Learning: Theory and Applications
Anastasios N. Angelopoulos, Michael I. Jordan, Ryan J. Tibshirani
Comments: Code available at this https URL
Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC); Statistics Theory (math.ST); Machine Learning (stat.ML)
[19] arXiv:2501.07975 (cross-list from cond-mat.dis-nn) [pdf, html, other]
Title: Some observations on the ambivalent role of symmetries in Bayesian inference problems
Guilhem Semerjian
Comments: 14 pages
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Information Theory (cs.IT); Probability (math.PR); Statistics Theory (math.ST)
[20] arXiv:2501.07879 (cross-list from cs.LG) [pdf, other]
Title: Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal
Deheng Yuan, Tao Guo, Zhongyi Huang
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Statistics Theory (math.ST)
[21] arXiv:2501.07763 (cross-list from stat.ML) [pdf, html, other]
Title: On the Statistical Capacity of Deep Generative Models
Edric Tam, David B. Dunson
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistics Theory (math.ST)
[22] arXiv:2501.07738 (cross-list from math.PR) [pdf, html, other]
Title: Mixing time for a noisy SIS model on graphs
Wasiur R. KhudaBukhsh, Yangrui Xiang
Comments: 23 pages, no figures
Subjects: Probability (math.PR); Mathematical Physics (math-ph); Statistics Theory (math.ST); Populations and Evolution (q-bio.PE)
[23] arXiv:2501.00118 (cross-list from stat.ME) [pdf, other]
Title: A portmanteau test for multivariate non-stationary functional time series with an increasing number of lags
Lujia Bai, Holger Dette, Weichi Wu
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

Tue, 14 Jan 2025 (showing 10 of 10 entries )

[24] arXiv:2501.07571 [pdf, html, other]
Title: Statistical learnability of smooth boundaries via pairwise binary classification with deep ReLU networks
Hiroki Waida, Takafumi Kanamori
Subjects: Statistics Theory (math.ST)
[25] arXiv:2501.07257 [pdf, html, other]
Title: A Proof of Strong Consistency of Maximum Likelihood Estimator for Independent Non-Identically Distributed Data
Ricardo Ferreira, Filipa Valdeira, Marta Guimarães, Cláudia Soares
Subjects: Statistics Theory (math.ST)
[26] arXiv:2501.06915 [pdf, html, other]
Title: Best-possible bounds on the set of copulas with a given value of Gini's gamma
Manuel Úbeda-Flores
Comments: 12 pages, 5 figures
Journal-ref: Iranian Journal of Fuzzy Systems, Volume 19, Number 5, (2022), pp. 35-45
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[27] arXiv:2501.06652 [pdf, other]
Title: High-order Accurate Inference on Manifolds
Chengzhu Huang, Anru R. Zhang
Subjects: Statistics Theory (math.ST); Numerical Analysis (math.NA); Optimization and Control (math.OC); Methodology (stat.ME)
[28] arXiv:2501.06618 [pdf, html, other]
Title: Singularities in Bayesian Inference: Crucial or Overstated?
Maria De Iorio, Andreas Heinecke, Beatrice Franzolini, Rafael Cabral
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[29] arXiv:2501.06547 [pdf, html, other]
Title: Pathwise guessing in categorical time series with unbounded alphabets
J.-R. Chazottes, S. Gallo, D. Takahashi
Comments: 21 pages, submitted
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[30] arXiv:2501.06349 [pdf, html, other]
Title: Simple proof of robustness for Bayesian heavy-tailed linear regression models
Philippe Gagnon
Subjects: Statistics Theory (math.ST)
[31] arXiv:2501.06975 (cross-list from stat.ME) [pdf, html, other]
Title: Monotone Curve Estimation via Convex Duality
Tongseok Lim, Kyeongsik Nam, Jinwon Sohn
Subjects: Methodology (stat.ME); Probability (math.PR); Statistics Theory (math.ST); Machine Learning (stat.ML)
[32] arXiv:2501.06969 (cross-list from stat.ME) [pdf, other]
Title: Doubly Robust Inference on Causal Derivative Effects for Continuous Treatments
Yikun Zhang, Yen-Chi Chen
Comments: 111 pages (24 pages for the main paper), 9 figures
Subjects: Methodology (stat.ME); Econometrics (econ.EM); Statistics Theory (math.ST); Machine Learning (stat.ML)
[33] arXiv:2501.06540 (cross-list from cs.CV) [pdf, html, other]
Title: CeViT: Copula-Enhanced Vision Transformer in multi-task learning and bi-group image covariates with an application to myopia screening
Chong Zhong, Yang Li, Jinfeng Xu, Xiang Fu, Yunhao Liu, Qiuyi Huang, Danjuan Yang, Meiyan Li, Aiyi Liu, Alan H. Welsh, Xingtao Zhou, Bo Fu, Catherine C. Liu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Statistics Theory (math.ST); Applications (stat.AP); Methodology (stat.ME)

Mon, 13 Jan 2025 (showing 4 of 4 entries )

[34] arXiv:2501.05645 [pdf, html, other]
Title: k-Sample inference via Multimarginal Optimal Transport
Natalia Kravtsova
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[35] 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)
[36] arXiv:2501.06024 (cross-list from stat.ME) [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)
[37] 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)
Total of 37 entries
Showing up to 50 entries per page: fewer | more | all