Statistics Theory

Authors and titles for November 2023

[1] arXiv:2311.00140 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Adaptive and non-adaptive minimax rates for weighted Laplacian-eigenmap based nonparametric regression Show Chinese title

Title: 基于加权拉普拉斯特征映射的非参数回归自适应和非自适应的最小最大速率

Zhaoyang Shi, Krishnakumar Balasubramanian, Wolfgang Polonik

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

[2] arXiv:2311.00202 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: On the Gaussian product inequality conjecture for disjoint principal minors of Wishart random matrices Show Chinese title

Title: 关于Wishart随机矩阵不相交主子矩阵的高斯乘积不等式猜想

Christian Genest, Frédéric Ouimet, Donald Richards

Comments: 26 pages, 0 figures

Journal-ref: Electronic Journal of Probability (2024), 29, 26 pp

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

[3] arXiv:2311.00289 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Precise Error Rates for Computationally Efficient Testing Show Chinese title

Title: 计算高效测试的精确误差率

Ankur Moitra, Alexander S. Wein

Comments: v2 is the journal version; v3 contains an update on the status of the main conjecture

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

[4] arXiv:2311.00312 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Variational non-Bayesian inference of the Probability Density Function in the Wiener Algebra Show Chinese title

Title: 变分非贝叶斯推断维纳代数中的概率密度函数

U Jin Choi, Kyung Soo Rim

Comments: 10 pages, 1 figure, 5 tables

Subjects: Statistics Theory (math.ST)

[5] arXiv:2311.00625 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Revisiting Asymptotic Theory for Principal Component Estimators of Approximate Factor Models Show Chinese title

Title: 重新审视近似因子模型主成分估计量的渐近理论

Peiyun Jiang, Yoshimasa Uematsu, Takashi Yamagata

Subjects: Statistics Theory (math.ST)

[6] arXiv:2311.00663 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Variational Gaussian Processes For Linear Inverse Problems Show Chinese title

Title: 变分高斯过程用于线性反问题

Thibault Randrianarisoa, Botond Szabo

Comments: 10 pages, 19-page appendix, to appear in Advances in Neural Information Processing Systems 37 (NeurIPS 2023)

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

[7] arXiv:2311.00803 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: A method for variable selection in a multivariate functional linear regression model Show Chinese title

Title: 一种多变量函数线性回归模型中的变量选择方法

Alban Mina Mbina, Guy Martial Nkiet

Subjects: Statistics Theory (math.ST)

[8] arXiv:2311.00894 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow Show Chinese title

Title: 通过KL散度梯度流在概率测度空间上最小化凸泛函

Rentian Yao, Linjun Huang, Yun Yang

Subjects: Statistics Theory (math.ST)

[9] arXiv:2311.00905 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Data-driven fixed-point tuning for truncated realized variations Show Chinese title

Title: 基于数据的截断实现变异的固定点调优

B. Cooper Boniece, José E. Figueroa-López, Yuchen Han

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

[10] arXiv:2311.01126 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Two improved algorithms for sparse generalized canonical correlation analysis Show Chinese title

Title: 两种改进的稀疏广义典型相关分析算法

Kuo-Yue Li, Qi-Ye Zhang, Yong-Han Sun

Comments: Some of the simulation results in the paper are biased

Subjects: Statistics Theory (math.ST)

[11] arXiv:2311.01303 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Local differential privacy in survival analysis using private failure indicators Show Chinese title

Title: 基于私有失效指标的生存分析中的局部差分隐私

Egea Maxime, Escobar-Bach Mikael

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

[12] arXiv:2311.01336 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Covariance estimation using h-statistics in Monte Carlo and multilevel Monte Carlo methods Show Chinese title

Title: 使用蒙特卡罗和多级蒙特卡罗方法中的h统计量进行协方差估计

Sharana Kumar Shivanand

Subjects: Statistics Theory (math.ST) ; Numerical Analysis (math.NA)

[13] arXiv:2311.01999 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Model selection for Markov random fields on graphs under a mixing condition Show Chinese title

Title: 图上马尔可夫随机场在混合条件下的模型选择

Florencia Leonardi, Magno T.F Severino

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

[14] arXiv:2311.02040 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Spectral Properties of Elementwise-Transformed Spiked Matrices Show Chinese title

Title: 元素变换的尖峰矩阵的谱性质

Michael J. Feldman

Subjects: Statistics Theory (math.ST)

[15] arXiv:2311.02306 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Heteroskedastic Tensor Clustering Show Chinese title

Title: 异方差张量聚类

Yuchen Zhou, Yuxin Chen

Subjects: Statistics Theory (math.ST) ; Information Theory (cs.IT) ; Machine Learning (cs.LG) ; Methodology (stat.ME) ; Machine Learning (stat.ML)

[16] arXiv:2311.02464 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: On Learning the Distribution of a Random Spatial Field in a Location-Unaware Mobile Sensing Setup Show Chinese title

Title: 在无位置感知的移动传感设置中学习随机空间场的分布

Meera Pai

Subjects: Statistics Theory (math.ST) ; Signal Processing (eess.SP)

[17] arXiv:2311.02763 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Log-Concavity of Multinomial Likelihood Functions Under Interval Censoring Constraints on Frequencies or Their Partial Sums Show Chinese title

Title: 区间约束下多项似然函数的对数凹性

Bruce Levin, Erik Learned-Miller

Comments: 7 pages

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

[18] arXiv:2311.02858 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Application of the Cramer-von Mises type optimization to a binomial distribution Show Chinese title

Title: Cramer-von Mises型优化在二项分布中的应用

Jiwoong Kim

Subjects: Statistics Theory (math.ST)

[19] arXiv:2311.03329 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Complete collineations for maximum likelihood estimation Show Chinese title

Title: 完整射影变换用于最大似然估计

Gergely Bérczi, Eloise Hamilton, Philipp Reichenbach, Anna Seigal

Comments: 35 pages

Subjects: Statistics Theory (math.ST) ; Algebraic Geometry (math.AG)

[20] arXiv:2311.03343 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Distribution-uniform anytime-valid sequential inference Show Chinese title

Title: 分布一致的随时有效顺序推断

Ian Waudby-Smith, Edward H. Kennedy, Aaditya Ramdas

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

[21] arXiv:2311.03483 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Hebbian learning inspired estimation of the linear regression parameters from queries Show Chinese title

Title: 从查询中受Hebbian学习启发的线性回归参数估计

Johannes Schmidt-Hieber, Wouter M Koolen

Comments: 34 pages

Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Neural and Evolutionary Computing (cs.NE)

[22] arXiv:2311.03763 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Thresholding the higher criticism test statistics for optimality in a heterogeneous setting Show Chinese title

Title: 在异质设置中对更高批评检验统计量进行阈值处理以实现最优性

Hock Peng Chan

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

[23] arXiv:2311.03811 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Controlling FSR in Selective Classification Show Chinese title

Title: 在选择性分类中控制FPR

Guanlan Zhao, Zhonggen Su

Subjects: Statistics Theory (math.ST)

[24] arXiv:2311.03870 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Quasi-copulas as linear combinations of copulas Show Chinese title

Title: 准乘积作为乘积的线性组合

Gregor Dolinar, Bojan Kuzma, Nik Stopar

Comments: 21 pages

Journal-ref: Fuzzy Sets and Systems 477 (2024), 108821

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

[25] arXiv:2311.04084 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Minimax Sequential Testing for Poisson Processes Show Chinese title

Title: 泊松过程的最小最大序贯检验

Hongwei Mei

Subjects: Statistics Theory (math.ST) ; Optimization and Control (math.OC)

[26] arXiv:2311.04295 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Algorithmic stability implies training-conditional coverage for distribution-free prediction methods Show Chinese title

Title: 算法稳定性意味着无分布预测方法的训练条件覆盖性

Ruiting Liang, Rina Foygel Barber

Subjects: Statistics Theory (math.ST)

[27] arXiv:2311.04300 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Robust inference for an interval-monitored step-stress experiment with competing risks for failure Show Chinese title

Title: 对具有竞争风险失效的区间监测步进应力实验的稳健推断

Narayanaswamy Balakrishnan, Maria Jaenada, Leandro Pardo

Subjects: Statistics Theory (math.ST)

[28] arXiv:2311.04318 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Estimation for multistate models subject to reporting delays and incomplete event adjudication with application to disability insurance Show Chinese title

Title: 多状态模型的估计，受报告延迟和事件裁定不完整的影响，并应用于残疾保险

K. Buchardt, C. Furrer, O.L. Sandqvist

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

[29] arXiv:2311.04618 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Multivariate generalized Pareto distributions along extreme directions Show Chinese title

Title: 沿极端方向的多变量广义帕累托分布

Anas Mourahib, Anna Kiriliouk, Johan Segers

Subjects: Statistics Theory (math.ST)

[30] arXiv:2311.04748 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Intrinsic Bayesian Cramér-Rao Bound with an Application to Covariance Matrix Estimation Show Chinese title

Title: 内在贝叶斯克拉默-拉奥界及其在协方差矩阵估计中的应用

Florent Bouchard, Alexandre Renaux, Guillaume Ginolhac, Arnaud Breloy

Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Applications (stat.AP) ; Machine Learning (stat.ML)

[31] arXiv:2311.05033 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Distribution-free tests for lossless feature selection in classification and regression Show Chinese title

Title: 无分布检验用于分类和回归中的无损特征选择

László Györfi, Tamás Linder, Harro Walk

Comments: To appear in Test

Subjects: Statistics Theory (math.ST)

[32] arXiv:2311.05756 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Step and Smooth Decompositions as Topological Clustering Show Chinese title

Title: 分段和光滑分解作为拓扑聚类

Luciano Vinas, Arash A. Amini

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

[33] arXiv:2311.05806 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Likelihood ratio tests in random graph models with increasing dimensions Show Chinese title

Title: 随机图模型中维度增加的似然比检验

Ting Yan, Yuanzhang Li, Jinfeng Xu, Yaning Yang, Ji Zhu

Comments: Minor revisions on the main texts. Supplementary material A has been included after the main texts. arXiv admin note: substantial text overlap with arXiv:2211.10055

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

[34] arXiv:2311.06108 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Consistency for constrained maximum likelihood estimation and clustering based on mixtures of elliptically-symmetric distributions under general data generating processes Show Chinese title

Title: 约束最大似然估计和基于椭圆对称分布混合的聚类在一般数据生成过程下的相容性

Pietro Coretto, Christian Hennig

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

[35] arXiv:2311.07031 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Bootstrap inference in functional linear regression models with scalar response under heteroscedasticity Show Chinese title

Title: 异方差性下标量响应函数线性回归模型的自助推断

Hyemin Yeon, Xiongtao Dai, Daniel John Nordman

Subjects: Statistics Theory (math.ST)

[36] arXiv:2311.07165 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: The geometry of the maximum likelihood of Cauchy-like distributions Show Chinese title

Title: 柯西类似分布的最大似然几何

Pavol Ševera

Comments: 17 pages; v3: graphs in the Appendix (p.14) corrected; v4: important reference [Fl\"uge-Ruh] added

Subjects: Statistics Theory (math.ST) ; Differential Geometry (math.DG)

[37] arXiv:2311.07243 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Optimal Estimation of Large-Dimensional Nonlinear Factor Models Show Chinese title

Title: 大维度非线性因子模型的最优估计

Yingjie Feng

Comments: arXiv admin note: text overlap with arXiv:2008.13651

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

[38] arXiv:2311.07419 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Diaconis-Ylvisaker prior penalized likelihood for $p/n \to κ\in (0,1)$ logistic regression Show Chinese title

Title: Diaconis-Ylvisaker 先验惩罚似然用于$p/n \to κ\in (0,1)$逻辑回归

Philipp Sterzinger, Ioannis Kosmidis

Comments: 25 pages, 8 figures, pdf attached

Subjects: Statistics Theory (math.ST)

[39] arXiv:2311.07773 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Computational and Statistical Thresholds in Multi-layer Stochastic Block Models Show Chinese title

Title: 多层随机块模型中的计算和统计阈值

Jing Lei, Anru R. Zhang, Zihan Zhu

Comments: 31 pages

Subjects: Statistics Theory (math.ST)

[40] arXiv:2311.08061 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Copula-based extropy measures, properties and dependence in bivariate distributions Show Chinese title

Title: 基于Copula的熵度量、性质及双变量分布中的依赖性

Shital Saha, Suchandan Kayal

Subjects: Statistics Theory (math.ST)

[41] arXiv:2311.08168 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Time-Uniform Confidence Spheres for Means of Random Vectors Show Chinese title

Title: 时间均匀置信球对于随机向量的均值

Ben Chugg, Hongjian Wang, Aaditya Ramdas

Comments: 52 pages; 3 figures. Published in Transactions on Machine Learning Research

Subjects: Statistics Theory (math.ST) ; Information Theory (cs.IT) ; Methodology (stat.ME) ; Machine Learning (stat.ML)

[42] arXiv:2311.08214 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Frequentist Guarantees of Distributed (Non)-Bayesian Inference Show Chinese title

Title: 分布式（非）贝叶斯推断的频率保证

Bohan Wu, César A. Uribe

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

[43] arXiv:2311.08242 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Individual Causation with Biased Data Show Chinese title

Title: 带有偏差数据的个体因果关系

Monica Musio, Philip Dawid

Comments: 10 pages, 3 figures

Subjects: Statistics Theory (math.ST)

[44] arXiv:2311.08315 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Total Empiricism: Learning from Data Show Chinese title

Title: 全部经验主义：从数据中学习

Orestis Loukas, Ho Ryun Chung

Comments: Keywords: effective description, large-N, operator formalism, statistical testing, inference, information divergence

Subjects: Statistics Theory (math.ST) ; Data Analysis, Statistics and Probability (physics.data-an) ; Methodology (stat.ME)

[45] arXiv:2311.08365 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Local asymptotics of selection models with applications in Bayesian selective inference Show Chinese title

Title: 选择模型的局部渐近性质及其在贝叶斯选择推断中的应用

Daniel G. Rasines, G. Alastair Young

Comments: 28 pages, 5 figures

Subjects: Statistics Theory (math.ST)

[46] arXiv:2311.08442 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Mean-field variational inference with the TAP free energy: Geometric and statistical properties in linear models Show Chinese title

Title: 基于TAP自由能的平均场变分推断：线性模型中的几何与统计性质

Michael Celentano, Zhou Fan, Licong Lin, Song Mei

Comments: 79 pages, 5 figures

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

[47] arXiv:2311.08845 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Statistical learning by sparse deep neural networks Show Chinese title

Title: 通过稀疏深度神经网络的统计学习

Felix Abramovich

Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Methodology (stat.ME) ; Machine Learning (stat.ML)

[48] arXiv:2311.08846 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Sticky Flavors Show Chinese title

Title: 粘性风味

Lars Lammers, Do Tran Van, Stephan F. Huckemann

Subjects: Statistics Theory (math.ST)

[49] arXiv:2311.09961 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Scan statistics for the detection of anomalies in M-dependent random fields with applications to image data Show Chinese title

Title: M-相关随机场中异常检测的扫描统计方法及其在图像数据中的应用

Claudia Kirch, Philipp Klein, Marco Meyer

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

[50] arXiv:2311.10153 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Optimal recovery by maximum and integrated conditional likelihood in the general Stochastic Block Model Show Chinese title

Title: 一般随机块模型中通过最大值和综合条件似然进行最优恢复

Andressa Cerqueira, Florencia Leonardi

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