Statistics Theory

Authors and titles for March 2025

[1] arXiv:2503.00014 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: LSD of the Commutator of two data Matrices Show Chinese title

Title: 两个数据矩阵的交换子的LSD

Javed Hazarika, Debashis Paul

Comments: arXiv admin note: substantial text overlap with arXiv:2409.16780

Subjects: Statistics Theory (math.ST) ; Probability (math.PR)

[2] arXiv:2503.00178 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Aspects of a Generalized Theory of Sparsity based Inference in Linear Inverse Problems Show Chinese title

Title: 基于稀疏性的线性逆问题推断的广义理论方面

Ryan O'Dowd, Raghu G. Raj, Hrushikesh N. Mhaskar

Subjects: Statistics Theory (math.ST)

[3] arXiv:2503.00220 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: A Few Observations on Sample-Conditional Coverage in Conformal Prediction Show Chinese title

Title: 关于一致性预测中样本条件覆盖率的一些观察

John C. Duchi

Comments: 28 pages, 3 figures

Subjects: Statistics Theory (math.ST)

[4] arXiv:2503.00538 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Geometric Ergodicity of Gibbs Algorithms for a Normal Model With a Global-Local Shrinkage Prior Show Chinese title

Title: 吉布斯算法对于正态模型与全局-局部收缩先验的几何遍历性

Yasuyuki Hamura

Comments: Sections 4, 5, and 6 have been added; 28 pages

Subjects: Statistics Theory (math.ST) ; Computation (stat.CO)

[5] arXiv:2503.01708 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Pseudo-Maximum Likelihood Theory for High-Dimensional Rank One Inference Show Chinese title

Title: 高维秩一推断的伪最大似然理论

Curtis Grant, Aukosh Jagannath, Justin Ko

Comments: 52 pages, 2 figures

Subjects: Statistics Theory (math.ST) ; Probability (math.PR)

[6] arXiv:2503.02283 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: On the Realized Joint Laplace Transform of Volatilities with Application to Test the Volatility Dependence Show Chinese title

Title: 关于波动率的实现联合拉普拉斯变换及其在检验波动率依赖性中的应用

XinWei Feng, Yu Jiang, Zhi Liu, Zhe Meng

Subjects: Statistics Theory (math.ST) ; Econometrics (econ.EM)

[7] arXiv:2503.02289 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Noisy Low-Rank Matrix Completion via Transformed $L_1$ Regularization and its Theoretical Properties Show Chinese title

Title: 通过变换的$L_1$正则化进行噪声低秩矩阵补全及其理论性质

Kun Zhao, Jiayi Wang, Yifei Lou

Comments: Accepted to AISTATS 2025

Subjects: Statistics Theory (math.ST)

[8] arXiv:2503.02802 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Computational Equivalence of Spiked Covariance and Spiked Wigner Models via Gram-Schmidt Perturbation Show Chinese title

Title: 稀疏协方差和稀疏Wigner模型的Gram-Schmidt扰动计算等价性

Guy Bresler, Alina Harbuzova

Comments: 65 pages, 5 figures

Subjects: Statistics Theory (math.ST) ; Computational Complexity (cs.CC)

[9] arXiv:2503.03020 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Adaptive monotonicity testing in sublinear time Show Chinese title

Title: 自适应单调性测试的次线性时间

Housen Li, Zhi Liu, Axel Munk

Comments: The implementation in R is available at \url{https://github.com/liuzhi1993/FOMT}

Subjects: Statistics Theory (math.ST)

[10] arXiv:2503.03316 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Estimating weak Markov-switching AR(1) models Show Chinese title

Title: 估计弱马尔可夫转换AR(1)模型

Yacouba Boubacar Mainassara (LMB, UFC, UPHF, INSA Hauts-De-France, CERAMATHS), Landy Rabehasaina (LMB), Armel Bra (LMB)

Subjects: Statistics Theory (math.ST)

[11] arXiv:2503.03347 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Drift estimation for rough processes under small noise asymptotic: trajectory fitting method Show Chinese title

Title: 粗糙过程在小噪声渐近下的漂移估计：轨迹拟合方法

Arnaud Gloter (LaMME), Nakahiro Yoshida

Subjects: Statistics Theory (math.ST)

[12] arXiv:2503.03356 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Statistical Limits in Random Tensors with Multiple Correlated Spikes Show Chinese title

Title: 随机张量中多个相关尖峰的统计极限

Yang Qi, Alexis Decurninge

Comments: 37 pages, 4 figures

Subjects: Statistics Theory (math.ST) ; Probability (math.PR) ; Spectral Theory (math.SP) ; Machine Learning (stat.ML)

[13] arXiv:2503.03567 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Visual tests using several safe confidence intervals Show Chinese title

Title: 使用多个安全置信区间进行视觉测试

Timothée Mathieu

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

[14] arXiv:2503.04100 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Improving discrepancy by moving a few points Show Chinese title

Title: 通过移动几个点来改善差异

Gleb Smirnov, Roman Vershynin

Comments: 9 pages; accepted version

Subjects: Statistics Theory (math.ST) ; Probability (math.PR)

[15] arXiv:2503.05270 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Online jump and kink detection in segmented linear regression: Statistical optimality meets computational efficiency Show Chinese title

Title: 在线分段线性回归中的跳跃和尖点检测：统计最优性与计算效率的结合

Annika Hüselitz, Housen Li, Axel Munk

Comments: The title has been changed. The implementation in R is available at https://github.com/AnnikaHueselitz/FLOC

Subjects: Statistics Theory (math.ST)

[16] arXiv:2503.05348 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Stochastic dominance of sums of risks under dependence conditions Show Chinese title

Title: 依赖条件下风险和的随机优势

Jorge Navarro, José M. Zapata

Subjects: Statistics Theory (math.ST)

[17] arXiv:2503.05590 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Parameter Estimation for Partially Observed Affine and Polynomial Processes Show Chinese title

Title: 部分观测的仿射和多项式过程的参数估计

Jan Kallsen, Ivo Richert

Subjects: Statistics Theory (math.ST)

[18] arXiv:2503.05880 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Asymptotic properties of maximum composite likelihood estimators for max-stable Brown-Resnick random fields over a fixed-domain Show Chinese title

Title: 最大复合似然估计量在固定域上对极大稳定布朗-雷斯尼克随机场的渐近性质

Nicolas Chenavier, Christian Y. Robert

Subjects: Statistics Theory (math.ST)

[19] arXiv:2503.06889 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: BASIC: Bipartite Assisted Spectral-clustering for Identifying Communities in Large-scale Networks Show Chinese title

Title: 基于二分图辅助谱聚类的大规模网络社区识别方法

Tianchen Gao, Jingyuan Liu, Rui Pan, Ao Sun

Subjects: Statistics Theory (math.ST)

[20] arXiv:2503.07022 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: The level of self-organized criticality in oscillating Brownian motion: $n$-consistency and stable Poisson-type convergence of the MLE Show Chinese title

Title: 振荡布朗运动中的自组织临界性水平：MLE 的$n$-一致性与稳定的泊松型收敛

Johannes Brutsche, Angelika Rohde

Subjects: Statistics Theory (math.ST) ; Probability (math.PR)

[21] arXiv:2503.07088 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Asymptotic normality and strong consistency of kernel regression estimation in q-calculus Show Chinese title

Title: q-微积分中核回归估计的渐近正态性和强一致性

Emmanuel De Dieu Nkou, Fridolin Melong

Subjects: Statistics Theory (math.ST)

[22] arXiv:2503.07220 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Estimation of Local Geometric Structure on Manifolds from Noisy Data Show Chinese title

Title: 从噪声数据中估计流形上的局部几何结构

Yariv Aizenbud, Barak Sober

Subjects: Statistics Theory (math.ST)

[23] arXiv:2503.07918 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: The Hidden Toll of COVID-19 on Opioid Mortality in Georgia: A Bayesian Excess Opioid Mortality Analysis Show Chinese title

Title: 乔治亚州COVID-19对阿片类药物死亡的隐性影响：贝叶斯超额阿片类药物死亡分析

Cyen J. Peterkin (1), Lance A. Waller (1), Emily N. Peterson (1) ((1) Department of Biostatistics and Bioinformatics, Emory Rollins School of Public Health)

Subjects: Statistics Theory (math.ST)

[24] arXiv:2503.08355 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Pointwise Minimax Vector Field Reconstruction from Noisy ODE Show Chinese title

Title: 点态极小极大向量场重构自噪声ODE

Hugo Henneuse

Comments: 17 pages

Subjects: Statistics Theory (math.ST)

[25] arXiv:2503.08397 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: TransPCA for Large-dimensional Factor Analysis with Weak Factors: Power Enhancement via Knowledge Transfer Show Chinese title

Title: 弱因子的大维因子分析的TransPCA：通过知识迁移增强功率

Yong He, Dong Liu, Yunjing Sun, Yalin Wang

Subjects: Statistics Theory (math.ST)

[26] arXiv:2503.08808 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Distribution and Moments of a Normalized Dissimilarity Ratio for two Correlated Gamma Variables Show Chinese title

Title: 两个相关伽马变量的归一化差异比的分布和矩

Elise Colin, Razvigor Ossikovski

Subjects: Statistics Theory (math.ST) ; Mathematical Physics (math-ph) ; Instrumentation and Detectors (physics.ins-det) ; Optics (physics.optics)

[27] arXiv:2503.09299 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Low-Rank Graphon Estimation: Theory and Applications to Graphon Games Show Chinese title

Title: 低秩图函数估计：理论与图函数博弈的应用

Olga Klopp, Fedor Noskov

Subjects: Statistics Theory (math.ST) ; Computer Science and Game Theory (cs.GT)

[28] arXiv:2503.09507 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Parameter estimation for the stochastic Burgers equation driven by white noise from local measurements Show Chinese title

Title: 从局部测量中对由白噪声驱动的随机伯吉斯方程进行参数估计

Josef Janák, Enrico Priola

Subjects: Statistics Theory (math.ST) ; Probability (math.PR)

[29] arXiv:2503.10794 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Nonparametric Exponential Family Regression Under Star-Shaped Constraints Show Chinese title

Title: 非参数指数族回归在星形约束下

Guanghong Yi, Matey Neykov

Comments: 24 pages, 0 figures

Subjects: Statistics Theory (math.ST)

[30] arXiv:2503.11128 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Directional Gaussian hypergeometric beta distributions and their uses in contaminated binary sampling Show Chinese title

Title: 方向性高斯超几何贝塔分布及其在污染二元抽样中的应用

Ben O'Neill

Subjects: Statistics Theory (math.ST) ; Applications (stat.AP) ; Computation (stat.CO)

[31] arXiv:2503.11390 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: On continuity of Chatterjee's rank correlation and related dependence measures Show Chinese title

Title: 关于Chatterjee秩相关及相关相依测度的连续性

Jonathan Ansari, Sebastian Fuchs

Subjects: Statistics Theory (math.ST) ; Probability (math.PR)

[32] arXiv:2503.11673 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: The Kolmogorov-Smirnov Statistic Revisited Show Chinese title

Title: 重访科尔莫戈罗夫-斯米尔诺夫统计量

Elvis Han Cui, Yihao Li, Zhuang Liu

Subjects: Statistics Theory (math.ST) ; Probability (math.PR) ; Applications (stat.AP)

[33] arXiv:2503.11863 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Excess Mean Squared Error of Empirical Bayes Estimators Show Chinese title

Title: 经验贝叶斯估计量的超额均方误差

Yue Ju, Bo Wahlberg, Håkan Hjalmarsson

Subjects: Statistics Theory (math.ST) ; Systems and Control (eess.SY)

[34] arXiv:2503.12147 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Two statistical problems for multivariate mixture distributions Show Chinese title

Title: 多元混合分布的两个统计问题

Ricardo Fraiman, Leonardo Moreno, Thomas Ransford

Comments: 30 pages, 6 figures

Subjects: Statistics Theory (math.ST)

[35] arXiv:2503.12151 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Optimal ANOVA-based emulators of models with(out) derivatives Show Chinese title

Title: 基于最优ANOVA的有(无)导数模型的代理模型

Matieyendou Lamboni

Subjects: Statistics Theory (math.ST)

[36] arXiv:2503.13046 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: On a conjecture of Roverato regarding G-Wishart normalising constants Show Chinese title

Title: 关于Roverato关于G-Wishart标准化常数的猜想

Ching Wong, Giusi Moffa, Jack Kuipers

Comments: 6 pages, 2 figures

Subjects: Statistics Theory (math.ST)

[37] arXiv:2503.13191 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Stein's method of moment estimators for local dependency exponential random graph models Show Chinese title

Title: Stein 方法在局部依赖指数随机图模型矩估计量中的应用

Adrian Fischer, Gesine Reinert, Wenkai Xu

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

[38] arXiv:2503.13986 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Stratified Permutational Berry--Esseen Bounds and Their Applications to Statistics Show Chinese title

Title: 分层排列的贝里-埃森界及其在统计学中的应用

Pengfei Tian, Fan Yang, Peng Ding

Subjects: Statistics Theory (math.ST)

[39] arXiv:2503.14242 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: The covariance of causal effect estimators for binary v-structures Show Chinese title

Title: 因果效应估计量的协方差对于二元 v-结构

Jack Kuipers, Giusi Moffa

Comments: 6 page technical report with 2 figures and 8 pages of supplementary appendices (with 3 more figures)

Subjects: Statistics Theory (math.ST)

[40] arXiv:2503.14311 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Asymptotic properties of the MLE in distributional regression under random censoring Show Chinese title

Title: 分布回归中最大似然估计的渐近性质在随机删失下

Gitte Kremling, Gerhard Dikta

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

[41] arXiv:2503.14313 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Confidence Intervals Using Turing's Estimator: Simulations and Applications Show Chinese title

Title: 使用图灵估计量的置信区间：模拟与应用

Jie Chang, Michael Grabchak, Jialin Zhang

Subjects: Statistics Theory (math.ST) ; Applications (stat.AP)

[42] arXiv:2503.14447 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Robust tests for log-logistic models based on minimum density power divergence estimators Show Chinese title

Title: 基于最小密度幂发散估计量的对数对数威布尔模型的稳健检验

A. Felipe, M. Jaenada, P. Miranda, L. Pardo

Subjects: Statistics Theory (math.ST)

[43] arXiv:2503.14467 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Minimizers of U-processes and their domains of attraction Show Chinese title

Title: U过程的极小值点及其吸引域

Dietmar Ferger

Comments: 38 pages

Subjects: Statistics Theory (math.ST)

[44] arXiv:2503.14619 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: The broken sample problem revisited: Proof of a conjecture by Bai-Hsing and high-dimensional extensions Show Chinese title

Title: 破损样本问题的重新审视：Bai-Hsing猜想的证明及高维扩展

Simiao Jiao, Yihong Wu, Jiaming Xu

Comments: 35 pages, 3 figures

Subjects: Statistics Theory (math.ST) ; Information Theory (cs.IT)

[45] arXiv:2503.14717 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: On the Precise Asymptotics of Universal Inference Show Chinese title

Title: 关于通用推断的精确渐近性

Kenta Takatsu

Subjects: Statistics Theory (math.ST) ; Machine Learning (stat.ML)

[46] arXiv:2503.14759 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Hazard Rate for Associated Data in Deconvolution Problems: Asymptotic Normality Show Chinese title

Title: 关联数据在去卷积问题中的危险率：渐近正态性

Benjrada Mohammed Essalih

Subjects: Statistics Theory (math.ST)

[47] arXiv:2503.14763 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: The Field Equations of Penalized non-Parametric Regression Show Chinese title

Title: 惩罚非参数回归的场方程

Sven Pappert

Subjects: Statistics Theory (math.ST) ; Analysis of PDEs (math.AP) ; Functional Analysis (math.FA)

[48] arXiv:2503.14978 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Inferring diffusivity from killed diffusion Show Chinese title

Title: 从灭活扩散推断扩散系数

Richard Nickl, Fanny Seizilles

Comments: 30 pages, 4 figures

Subjects: Statistics Theory (math.ST) ; Analysis of PDEs (math.AP) ; Numerical Analysis (math.NA) ; Probability (math.PR)

[49] arXiv:2503.15039 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: A Note on Local Linear Regression for Time Series in Banach Spaces Show Chinese title

Title: 关于巴拿赫空间时间序列的局部线性回归的一个注记

Florian Heinrichs

Comments: Keywords: Local linear regression, Functional time series, Non-stationary time series, Kernel smoothing 18 pages, 5 figures, 4 tables

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

[50] arXiv:2503.15041 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Multiscale Asymptotic Normality in Quantile Regression: Hilbert Matrices and Polynomial Designs Show Chinese title

Title: 分位数回归中的多尺度渐近正态性：Hilbert矩阵与多项式设计

Saïd Maanan, Azzouz Dermoune (LPP), Ahmed El Ghini

Subjects: Statistics Theory (math.ST)