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Statistics Theory

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Total of 59 entries : 1-50 51-59
Showing up to 50 entries per page: fewer | more | all

Fri, 14 Nov 2025 (showing 9 of 9 entries )

[1] arXiv:2511.10625 [pdf, html, other]
Title: Model-oriented Graph Distances via Partially Ordered Sets
Armeen Taeb, F. Richard Guo, Leonard Henckel
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[2] arXiv:2511.10141 [pdf, html, other]
Title: Multi-sensor Distributed Fusion Estimation for $\mathbb{T}_k$-proper Factorizable Signals in Sensor Networks with Fading Measurements
Rosa M. Fernández-Alcalá, José D. Jiménez-López, Jesús Navarro-Moreno, Juan C. Ruiz-Molina
Subjects: Statistics Theory (math.ST)
[3] arXiv:2511.10132 [pdf, html, other]
Title: Hawkes autoregressive processes: a new model for multiscale and heterogeneous processes
Théo Leblanc
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[4] arXiv:2511.10103 [pdf, html, other]
Title: Rough Hurst function estimation
Fabian Mies, Benedikt Wilkens
Subjects: Statistics Theory (math.ST)
[5] arXiv:2511.10078 [pdf, html, other]
Title: On High-Dimensional Change-Point Detection Based on Pairwise Distances
Spandan Ghoshal, Bilol Banerjee, Anil K. Ghosh
Subjects: Statistics Theory (math.ST)
[6] arXiv:2511.09959 [pdf, html, other]
Title: Flatness of location-scale-shape models under the Wasserstein metric
Ayumu Fukushi, Yoshinori Nakanishi-Ohno, Takeru Matsuda
Subjects: Statistics Theory (math.ST); Differential Geometry (math.DG)
[7] arXiv:2511.09807 [pdf, html, other]
Title: Sample Complexity of Quadratically Regularized Optimal Transport
Alberto González-Sanz, Eustasio del Barrio, Marcel Nutz
Subjects: Statistics Theory (math.ST); Analysis of PDEs (math.AP); Optimization and Control (math.OC); Probability (math.PR)
[8] arXiv:2511.10048 (cross-list from stat.ME) [pdf, html, other]
Title: Masking criteria for selecting an imputation model
Yanjiao Yang, Daniel Suen, Yen-Chi Chen
Comments: 55 pages, 4 figures, 4 tables
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO); Machine Learning (stat.ML)
[9] arXiv:2511.09759 (cross-list from stat.ME) [pdf, html, other]
Title: Distributional Treatment Effect Estimation across Heterogeneous Sites via Optimal Transport
Borna Bateni, Yubai Yuan, Qi Xu, Annie Qu
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Machine Learning (stat.ML)

Thu, 13 Nov 2025 (showing 9 of 9 entries )

[10] arXiv:2511.09431 [pdf, html, other]
Title: A Novel Testing Approach for Differences Among Brain Connectomes
Nicolas Escobar-Velasquez, Jaroslaw Harezlak
Subjects: Statistics Theory (math.ST)
[11] arXiv:2511.09423 [pdf, html, other]
Title: Pseudo-Differential Operators and Generalized Random Fields over Tori
Nicolas Escobar-Velasquez
Subjects: Statistics Theory (math.ST)
[12] arXiv:2511.09156 [pdf, html, other]
Title: Zero-Order Sharpness-Aware Minimization
Yao Fu, Yihang Jin, Chunxia Zhang, Junmin Liu, Haishan Ye
Subjects: Statistics Theory (math.ST)
[13] arXiv:2511.08870 [pdf, other]
Title: Gaussian Approximation for High-Dimensional Second-Order $U$ and $V$-statistics with Size-Dependent Kernels under i.n.i.d. Sampling
Shunsuke Imai
Subjects: Statistics Theory (math.ST)
[14] arXiv:2511.09500 (cross-list from stat.ML) [pdf, html, other]
Title: Distributional Shrinkage I: Universal Denoisers in Multi-Dimensions
Tengyuan Liang
Comments: 26 pages, 5 figures
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[15] arXiv:2511.09305 (cross-list from stat.ME) [pdf, html, other]
Title: Valid and efficient possibilistic structure learning in Gaussian linear regression
Ryan Martin, Naomi Singer, Jonathan Williams
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[16] arXiv:2511.09249 (cross-list from econ.EM) [pdf, html, other]
Title: Robust Cauchy-Based Methods for Predictive Regressions
Rustam Ibragimov, Jihyun Kim, Anton Skrobotov
Subjects: Econometrics (econ.EM); Statistics Theory (math.ST)
[17] arXiv:2511.08979 (cross-list from stat.ME) [pdf, other]
Title: Enhanced Rank-Based Correlation Estimation Using Smoothed Wilcoxon Rank Scores
Feridun Tasdan, Rukiye Dagalp
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[18] arXiv:2511.08772 (cross-list from stat.ME) [pdf, html, other]
Title: Deep neural expected shortfall regression with tail-robustness
Myeonghun Yu, Kean Ming Tan, Huixia Judy Wang, Wen-Xin Zhou
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)

Wed, 12 Nov 2025 (showing 8 of 8 entries )

[19] arXiv:2511.08539 [pdf, html, other]
Title: Neumann-series corrections for regression adjustment in randomized experiments
Dogyoon Song
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[20] arXiv:2511.08216 [pdf, html, other]
Title: Spatial Confidence Regions for Piecewise Continuous Processes
Thomas J. Maullin-Sapey, Fabian J.E. Telschow
Comments: For supplementary material see this https URL
Subjects: Statistics Theory (math.ST)
[21] arXiv:2511.07605 [pdf, html, other]
Title: Confidence Intervals for Linear Models with Arbitrary Noise Contamination
Dong Xie, Chao Gao, John Lafferty
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[22] arXiv:2511.08401 (cross-list from stat.ML) [pdf, html, other]
Title: Source-Optimal Training is Transfer-Suboptimal
C. Evans Hedges
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[23] arXiv:2511.08303 (cross-list from stat.ML) [pdf, html, other]
Title: Semi-Supervised Treatment Effect Estimation with Unlabeled Covariates via Generalized Riesz Regression
Masahiro Kato
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Econometrics (econ.EM); Statistics Theory (math.ST); Methodology (stat.ME)
[24] arXiv:2511.08111 (cross-list from math.PR) [pdf, html, other]
Title: On the Kantorovich contraction of Markov semigroups
Pierre Del Moral, Mathieu Gerber
Comments: 39 pages
Subjects: Probability (math.PR); Statistics Theory (math.ST)
[25] arXiv:2511.07959 (cross-list from stat.ME) [pdf, html, other]
Title: Asymmetric Space-Time Covariance Functions via Hierarchical Mixtures
Pulong Ma
Comments: corrected one notation
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[26] arXiv:2511.07846 (cross-list from cs.DS) [pdf, other]
Title: Model-agnostic super-resolution in high dimensions
Xi Chen, Anindya De, Yizhi Huang, Shivam Nadimpalli, Rocco A. Servedio, Tianqi Yang
Comments: 41 pages
Subjects: Data Structures and Algorithms (cs.DS); Computational Complexity (cs.CC); Statistics Theory (math.ST)

Tue, 11 Nov 2025 (showing 24 of 24 entries )

[27] arXiv:2511.07414 [pdf, other]
Title: Wasserstein-Cramér-Rao Theory of Unbiased Estimation
Nicolás García Trillos, Adam Quinn Jaffe, Bodhisattva Sen
Comments: 49 pages, 4 figures, 2 tables; comments welcome
Subjects: Statistics Theory (math.ST); Optimization and Control (math.OC); Methodology (stat.ME); Machine Learning (stat.ML)
[28] arXiv:2511.07270 [pdf, other]
Title: High-Dimensional Asymptotics of Differentially Private PCA
Youngjoo Yun, Rishabh Dudeja
Subjects: Statistics Theory (math.ST); Information Theory (cs.IT); Machine Learning (cs.LG); Probability (math.PR); Machine Learning (stat.ML)
[29] arXiv:2511.07254 [pdf, html, other]
Title: Robust interpolation of sequences with periodically stationary multiplicative seasonal increments
Maksym Luz, Mykhailo Moklyachuk
Journal-ref: Carpathian Math. Publ. 2022, 14 (1), 105--126
Subjects: Statistics Theory (math.ST)
[30] arXiv:2511.07240 [pdf, html, other]
Title: Interpolation Problem for Multidimensional Stationary Processes with Missing Observations
Oleksandr Masyutka, Mikhail Moklyachuk, Maria Sidei
Journal-ref: Statistics Opt. Inform. Comput., Vol. 7, March 2019, pp 118-132
Subjects: Statistics Theory (math.ST)
[31] arXiv:2511.07228 [pdf, html, other]
Title: Extrapolation Problem for Multidimensional Stationary Sequences with Missing Observations
Oleksandr Masyutka, Mikhail Moklyachuk, Maria Sidei
Journal-ref: Statistics Opt. Inform. Comput., Vol. 7, March 2019, pp 97-117
Subjects: Statistics Theory (math.ST)
[32] arXiv:2511.06933 [pdf, html, other]
Title: Transformed Fréchet Means for Robust Estimation in Hadamard Spaces
Christof Schötz
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[33] arXiv:2511.06870 [pdf, html, other]
Title: Multiscale Change Point Detection for Functional Time Series
Tim Kutta, Holger Dette, Shixuan Wang
Subjects: Statistics Theory (math.ST)
[34] arXiv:2511.06789 [pdf, html, other]
Title: Asymptotics of higher criticism via Gaussian approximation
Jingkun Qiu
Subjects: Statistics Theory (math.ST)
[35] arXiv:2511.06685 [pdf, html, other]
Title: Experimentation Under Non-stationary Interference
Su Jia, Peter Frazier, Nathan Kallus, Christina Lee Yu
Subjects: Statistics Theory (math.ST)
[36] arXiv:2511.06639 [pdf, html, other]
Title: Bernstein-von Mises for Adaptively Collected Data
Kevin Du, Yash Nair, Lucas Janson
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[37] arXiv:2511.06498 [pdf, html, other]
Title: An ordering for the strength of functional dependence
Jonathan Ansari, Sebastian Fuchs
Comments: 36 pages; 5 figures; 1 table
Subjects: Statistics Theory (math.ST)
[38] arXiv:2511.06040 [pdf, html, other]
Title: The Algorithmic Phase Transition in Symmetric Correlated Spiked Wigner Model
Zhangsong Li
Comments: 47 pages; updated the reference
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Probability (math.PR); Machine Learning (stat.ML)
[39] arXiv:2511.07183 (cross-list from econ.EM) [pdf, html, other]
Title: Unlocking the Regression Space
Liudas Giraitis, George Kapetanios, Yufei Li, Alexia Ventouri
Comments: 74 pages, 15 figures
Subjects: Econometrics (econ.EM); Statistics Theory (math.ST)
[40] arXiv:2511.06978 (cross-list from cs.LG) [pdf, html, other]
Title: Fast Bayesian Updates via Harmonic Representations
Di Zhang
Comments: 13 pages
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Numerical Analysis (math.NA); Statistics Theory (math.ST)
[41] arXiv:2511.06718 (cross-list from stat.ME) [pdf, html, other]
Title: Integral-Operator-Based Spectral Algorithms for Goodness-of-Fit Tests
Shiwei Sang, Shao-Bo Lin, Xuehu Zhu
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[42] arXiv:2511.06655 (cross-list from math.NA) [pdf, html, other]
Title: A kernel method for the learning of Wasserstein geometric flows
Jianyu Hu, Juan-Pablo Ortega, Daiying Yin
Subjects: Numerical Analysis (math.NA); Dynamical Systems (math.DS); Statistics Theory (math.ST)
[43] arXiv:2511.06544 (cross-list from stat.ME) [pdf, other]
Title: A Simple and Effective Random Forest Modelling for Nonlinear Time Series Data
Shihao Zhang, Zudi Lu, Chao Zheng
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[44] arXiv:2511.06542 (cross-list from stat.ME) [pdf, html, other]
Title: Collapsing Categories for Regression with Mixed Predictors
Chaegeun Song, Zhong Zheng, Bing Li, Lingzhou Xue
Comments: 35 pages
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[45] arXiv:2511.06413 (cross-list from math.NA) [pdf, html, other]
Title: A generalization bound for exit wave reconstruction via deep unfolding
Moussa Atwi, Benjamin Berkels
Subjects: Numerical Analysis (math.NA); Statistics Theory (math.ST)
[46] arXiv:2511.06211 (cross-list from cs.LG) [pdf, html, other]
Title: Sparse Linear Regression is Easy on Random Supports
Gautam Chandrasekaran, Raghu Meka, Konstantinos Stavropoulos
Subjects: Machine Learning (cs.LG); Data Structures and Algorithms (cs.DS); Statistics Theory (math.ST); Machine Learning (stat.ML)
[47] arXiv:2511.06189 (cross-list from stat.ME) [pdf, html, other]
Title: Counterfactual Forecasting For Panel Data
Navonil Deb, Raaz Dwivedi, Sumanta Basu
Comments: 32 pages, 6 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Machine Learning (stat.ML)
[48] arXiv:2511.06044 (cross-list from cs.LG) [pdf, html, other]
Title: How Particle-System Random Batch Methods Enhance Graph Transformer: Memory Efficiency and Parallel Computing Strategy
Hanwen Liu, Yixuan Ma, Shi Jin, Yuguang Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Statistics Theory (math.ST)
[49] arXiv:2511.05962 (cross-list from stat.ME) [pdf, other]
Title: Minimum bounding polytropes for estimation of max-linear Bayesian networks
Kamillo Ferry
Comments: 22 pages, 8 figures, 6 tables
Subjects: Methodology (stat.ME); Combinatorics (math.CO); Statistics Theory (math.ST)
[50] arXiv:2511.05593 (cross-list from cs.LG) [pdf, other]
Title: Gradient Projection onto Historical Descent Directions for Communication-Efficient Federated Learning
Arnaud Descours (UCBL), Léonard Deroose, Jan Ramon
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC); Statistics Theory (math.ST)
Total of 59 entries : 1-50 51-59
Showing up to 50 entries per page: fewer | more | all