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Statistics Theory

Authors and titles for April 2025

Total of 181 entries : 1-100 101-181
Showing up to 100 entries per page: fewer | more | all
[1] arXiv:2504.00217 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Non-Asymptotic Analysis of Classical Spectrum Estimators for $L$-mixing Time-series Data with Unknown Means
Yuping Zheng, Andrew Lamperski
Comments: 7 pages, 2 figures, Under Review for Conference on Decision and Control 2025
Subjects: Statistics Theory (math.ST) ; Systems and Control (eess.SY)
[2] arXiv:2504.00243 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Non-parametric cure models through extreme-value tail estimation
Jan Beirlant, Martin Bladt, Ingrid Van Keilegom
Subjects: Statistics Theory (math.ST)
[3] arXiv:2504.00593 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Power comparison of sequential testing by betting procedures
Amaury Durand (EDF R\&D OSIRIS), Olivier Wintenberger (SU)
Subjects: Statistics Theory (math.ST)
[4] arXiv:2504.00919 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Nonparametric spectral density estimation using interactive mechanisms under local differential privacy
Cristina Butucea, Karolina Klockmann, Tatyana Krivobokova
Comments: 47 pages
Subjects: Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[5] arXiv:2504.01113 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Confidence Bands for Multiparameter Persistence Landscapes
Inés García-Redondo, Anthea Monod, Qiquan Wang
Comments: 11 pages, 1 figure
Subjects: Statistics Theory (math.ST) ; Computational Geometry (cs.CG) ; Algebraic Topology (math.AT)
[6] arXiv:2504.01247 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On spectral gap decomposition for Markov chains
Qian Qin
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[7] arXiv:2504.01318 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Tail Bounds for Canonical $U$-Statistics and $U$-Processes with Unbounded Kernels
Abhishek Chakrabortty, Arun K. Kuchibhotla
Comments: This is a slightly edited version of the 2018 draft available at https://faculty.wharton.upenn.edu/wp-content/uploads/2018/10/Chakrabortty-UStat-Draft.pdf. Added more comments on the assumptions and the proof technique of Theorem 1. Corrected a few typos. More improvements to follow in the future for the U-process results
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[8] arXiv:2504.01535 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On Robust Empirical Likelihood for Nonparametric Regression with Application to Regression Discontinuity Designs
Qin Fang, Shaojun Guo, Yang Hong, Xinghao Qiao
Comments: 35 pages, 2 figures, 5 tables
Subjects: Statistics Theory (math.ST) ; Econometrics (econ.EM) ; Methodology (stat.ME)
[9] arXiv:2504.01562 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Asymptotic analysis of the finite predictor for the fractional Gaussian noise
P. Chigansky, M. Kleptsyna
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[10] arXiv:2504.01781 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Proper scoring rules for estimation and forecast evaluation
Kartik Waghmare, Johanna Ziegel
Subjects: Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[11] arXiv:2504.01836 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Estimating hazard rates from $δ$-records in discrete distributions
Martín Alcalde, Miguel Lafuente, F. Javier López, Lina Maldonado, Gerardo Sanz
Subjects: Statistics Theory (math.ST)
[12] arXiv:2504.02292 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Unifying Different Theories of Conformal Prediction
Rina Foygel Barber, Ryan J. Tibshirani
Subjects: Statistics Theory (math.ST)
[13] arXiv:2504.02381 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Fermat Distance-to-Measure: a robust Fermat-like metric
Jérôme Taupin (LMO, ENS-PSL), Frédéric Chazal (LMO)
Subjects: Statistics Theory (math.ST)
[14] arXiv:2504.02649 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: The Markov approximation of the periodic multivariate Poisson autoregression
Mahmoud Khabou, Edward A. K. Cohen, Almut E. D. Veraart
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[15] arXiv:2504.02818 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Universal Log-Optimality for General Classes of e-processes and Sequential Hypothesis Tests
Ian Waudby-Smith, Ricardo Sandoval, Michael I. Jordan
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[16] arXiv:2504.02950 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Kullback-Leibler Consistency of $p$-dimensional Pólya Tree Posteriors and Differential Entropy Estimation
Fernando Corrêa, Rafael Bassi Stern, Julio Michael Stern
Comments: 20 pages
Subjects: Statistics Theory (math.ST)
[17] arXiv:2504.02974 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Testing hypotheses generated by constraints
Martin Larsson, Aaditya Ramdas, Johannes Ruf
Subjects: Statistics Theory (math.ST)
[18] arXiv:2504.03066 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: A Lanczos-Based Algorithmic Approach for Spike Detection in Large Sample Covariance Matrices
Charbel Abi Younes, Xiucai Ding, Thomas Trogdon
Subjects: Statistics Theory (math.ST) ; Probability (math.PR) ; Computation (stat.CO)
[19] arXiv:2504.03321 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Adaptive sparse variational approximations for Gaussian process regression
Dennis Nieman, Botond Szabó
Subjects: Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[20] arXiv:2504.03390 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Eigen-inference by Marchenko-Pastur inversion
Ben Deitmar
Comments: 44 pages, 12 figures
Subjects: Statistics Theory (math.ST)
[21] arXiv:2504.03405 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On the rate of convergence of an over-parametrized deep neural network regression estimate learned by gradient descent
Michael Kohler
Subjects: Statistics Theory (math.ST)
[22] arXiv:2504.03427 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On empirical Hodge Laplacians under the manifold hypothesis
Jan-Paul Lerch, Martin Wahl
Comments: 28 pages
Subjects: Statistics Theory (math.ST) ; Differential Geometry (math.DG) ; Probability (math.PR)
[23] arXiv:2504.03466 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Identifiability of VAR(1) model in a stationary setting
Bixuan Liu
Subjects: Statistics Theory (math.ST)
[24] arXiv:2504.03916 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Common Drivers in Sparsely Interacting Hawkes Processes
Alexander Kreiss, Enno Mammen, Wolfgang Polonik
Subjects: Statistics Theory (math.ST)
[25] arXiv:2504.04682 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Gaussian Mean Testing under Truncation
Clément L. Canonne, Themis Gouleakis, Yuhao Wang, Joy Qiping Yang
Subjects: Statistics Theory (math.ST)
[26] arXiv:2504.04762 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Extension of Yager's negation of probability distribution based on uncertainty measures
Santosh Kumar Chaudhary, Pradeep Kumar Sahu, Nitin Gupta
Subjects: Statistics Theory (math.ST)
[27] arXiv:2504.04923 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Truncated sequential guaranteed estimation for the Cox-Ingersoll-Ross models
Mohamed Ben Alaya, Thi-Bao Trâm Ngô, Serguei Pergamenchtchikov
Subjects: Statistics Theory (math.ST)
[28] arXiv:2504.05661 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Online Bernstein-von Mises theorem
Jeyong Lee, Junhyeok Choi, Minwoo Chae
Comments: 107 pages, 1 figure
Subjects: Statistics Theory (math.ST)
[29] arXiv:2504.05713 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Revisiting poverty measures using quantile functions
N. Unnikrishnan Nair, S.M.Sunoj
Subjects: Statistics Theory (math.ST)
[30] arXiv:2504.05819 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Nonparametric local polynomial regression for functional covariates
Moritz Jirak, Alois Kneip, Alexander Meister, Mario Pahl
Subjects: Statistics Theory (math.ST)
[31] arXiv:2504.06453 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Bounds in Wasserstein Distance for Locally Stationary Functional Time Series
Jan Nino G. Tinio, Mokhtar Z. Alaya, Salim Bouzebda
Subjects: Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[32] arXiv:2504.06516 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Estimation of rates in population-age-dependent processes by means of test functions
Jie Yen Fan, Kais Hamza, Fima C. Klebaner, Ziwen Zhong
Comments: 21 pages, 7 figures, submitted to MATRIX Annals
Subjects: Statistics Theory (math.ST) ; Probability (math.PR) ; Populations and Evolution (q-bio.PE)
[33] arXiv:2504.06569 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: An Unbiased Variance Estimator with Denominator $N$
Dai Akita
Comments: 13 pages
Subjects: Statistics Theory (math.ST)
[34] arXiv:2504.06984 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Weak Signals and Heavy Tails: Machine-learning meets Extreme Value Theory
Stephan Clémençon, Anne Sabourin
Comments: changes in latest version: Prop. 4.1 minor edit ; Section 5 re-organized for clarity with some changes in content
Subjects: Statistics Theory (math.ST)
[35] arXiv:2504.07351 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: A GARMA Framework for Unit-Bounded Time Series Based on the Unit-Lindley Distribution with Application to Renewable Energy Data
Guilherme Pumi, Danilo Hiroshi Matsuoka, Taiane Schaedler Prass
Comments: arXiv admin note: text overlap with arXiv:2502.18645
Subjects: Statistics Theory (math.ST) ; Applications (stat.AP)
[36] arXiv:2504.07704 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Measures of non-simplifyingness for conditional copulas and vines
Alexis Derumigny
Comments: 22 pages, 1 figure
Subjects: Statistics Theory (math.ST) ; Other Statistics (stat.OT)
[37] arXiv:2504.07921 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Note on the identification of total effect in Cluster-DAGs with cycles
Clément Yvernes
Subjects: Statistics Theory (math.ST) ; Artificial Intelligence (cs.AI)
[38] arXiv:2504.08435 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: High-dimensional Gaussian and bootstrap approximations for robust means
Anders Bredahl Kock, David Preinerstorfer
Subjects: Statistics Theory (math.ST)
[39] arXiv:2504.08482 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Winsorized mean estimation with heavy tails and adversarial contamination
Anders Bredahl Kock, David Preinerstorfer
Subjects: Statistics Theory (math.ST)
[40] arXiv:2504.08489 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Statistically guided deep learning
Michael Kohler, Adam Krzyzak
Comments: arXiv admin note: text overlap with arXiv:2504.03405
Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)
[41] arXiv:2504.08956 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Estimation of Change Points for Non-linear (auto-)regressive processes using Neural Network Functions
Claudia Kirch, Stefanie Schwaar
Subjects: Statistics Theory (math.ST)
[42] arXiv:2504.09564 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: The weak-feature-impact effect on the NPMLE in monotone binary regression
Dario Kieffer, Angelika Rohde
Comments: Added lower bounds
Subjects: Statistics Theory (math.ST)
[43] arXiv:2504.09872 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Estimation for linear parabolic SPDEs in two space dimensions with unknown damping parameters
Yozo Tonaki, Yusuke Kaino, Masayuki Uchida
Subjects: Statistics Theory (math.ST)
[44] arXiv:2504.10022 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Parameters estimation of a Threshold Chan-Karolyi-Longstaff-Sanders process from continuous and discrete observations
Sara Mazzonetto, Benoît Nieto
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[45] arXiv:2504.10171 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Kullback-Leibler excess risk bounds for exponential weighted aggregation in Generalized linear models
The Tien Mai
Subjects: Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[46] arXiv:2504.10257 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Spectral estimation for high-dimensional linear processes
Jamshid Namdari, Alexander Aue, Debashis Paul
Subjects: Statistics Theory (math.ST)
[47] arXiv:2504.10652 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Bayesian analysis of regression discontinuity designs with heterogeneous treatment effects
Kevin Tao, Y. Samuel Wang, David Ruppert
Comments: 43 pages, 2 figures
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[48] arXiv:2504.10653 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On the Contractivity of Stochastic Interpolation Flow
Max Daniels
Comments: Proof of concept. I would be excited to chat about extensions!
Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)
[49] arXiv:2504.10719 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Power properties of the two-sample test based on the nearest neighbors graph
Rahul Raphael Kanekar
Comments: 62 pages, 12 figures. Author's contact information added, minor changes done to make results easier to understand
Subjects: Statistics Theory (math.ST)
[50] arXiv:2504.10866 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Gaussian Approximation for High-Dimensional $U$-statistics with Size-Dependent Kernels
Shunsuke Imai, Yuta Koike
Subjects: Statistics Theory (math.ST)
[51] arXiv:2504.11025 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Optimal inference for the mean of random functions
Omar Kassi, Valentin Patilea
Comments: 33 pages
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[52] arXiv:2504.11044 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On relative universality, regression operator, and conditional independence
Bing Li, Ben Jones, Andreas Artemiou
Comments: 19 pages
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME) ; Machine Learning (stat.ML)
[53] arXiv:2504.11217 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Is model selection possible for the $\ell_p$-loss? PCO estimation for regression models
Claire Lacour, Pascal Massart, Vincent Rivoirard
Subjects: Statistics Theory (math.ST)
[54] arXiv:2504.11269 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Minimax asymptotics
Mika Meitz, Alexander Shapiro
Subjects: Statistics Theory (math.ST)
[55] arXiv:2504.11360 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Posterior Consistency in Parametric Models via a Tighter Notion of Identifiability
Nicola Bariletto, Bernardo Flores, Stephen G. Walker
Comments: 39 pages, 2 figures
Subjects: Statistics Theory (math.ST)
[56] arXiv:2504.11834 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Estimation and inference in error-in-operator model
Vladimir Spokoiny
Subjects: Statistics Theory (math.ST)
[57] arXiv:2504.11993 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: New Three Different Generators for Constructing New Three Different Bivariate Copulas
Iman Mohamed Attia
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[58] arXiv:2504.12190 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Creating non-reversible rejection-free samplers by rebalancing skew-balanced Markov jump processes
Erik Jansson, Moritz Schauer, Ruben Seyer, Akash Sharma
Comments: 28 pages, 7 figures; updated with additional references to related work
Subjects: Statistics Theory (math.ST) ; Computation (stat.CO)
[59] arXiv:2504.12520 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Interpreting Network Differential Privacy
Jonathan Hehir, Xiaoyue Niu, Aleksandra Slavkovic
Comments: 19 pages
Subjects: Statistics Theory (math.ST) ; Computers and Society (cs.CY)
[60] arXiv:2504.12615 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Shrinkage priors for circulant correlation structure models
Michiko Okudo, Tomonari Sei
Subjects: Statistics Theory (math.ST)
[61] arXiv:2504.13977 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Testing Random Effects for Binomial Data
Lucas Kania, Larry Wasserman, Sivaraman Balakrishnan
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[62] arXiv:2504.14077 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Asymptotic well-calibration of the posterior predictive $p$-value under the modified Kolmogorov-Smirnov test
Yueming Shen
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[63] arXiv:2504.14161 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Robust Estimation in metric spaces: Achieving Exponential Concentration with a Fréchet Median
Jakwang Kim, Jiyoung Park, Anirban Bhattacharya
Journal-ref: Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS) 2025, PMLR 258
Subjects: Statistics Theory (math.ST) ; Metric Geometry (math.MG) ; Machine Learning (stat.ML)
[64] arXiv:2504.14555 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Nonparametric Estimation in Uniform Deconvolution and Interval Censoring
Piet Groeneboom, Geurt Jongbloed
Comments: 16 pages, 4 figures
Subjects: Statistics Theory (math.ST)
[65] arXiv:2504.15186 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Sum of Independent XGamma Distributions
Therrar Kadri, Rahil Omairi, Khaled Smaili, Seifedine Kadry
Comments: 14 pages, 1 figure
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[66] arXiv:2504.15515 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Transport f divergences
Wuchen Li
Comments: Comments are welcome
Subjects: Statistics Theory (math.ST) ; Artificial Intelligence (cs.AI) ; Information Theory (cs.IT)
[67] arXiv:2504.15556 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Dynamical mean-field analysis of adaptive Langevin diffusions: Propagation-of-chaos and convergence of the linear response
Zhou Fan, Justin Ko, Bruno Loureiro, Yue M. Lu, Yandi Shen
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[68] arXiv:2504.15558 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Dynamical mean-field analysis of adaptive Langevin diffusions: Replica-symmetric fixed point and empirical Bayes
Zhou Fan, Justin Ko, Bruno Loureiro, Yue M. Lu, Yandi Shen
Subjects: Statistics Theory (math.ST)
[69] arXiv:2504.15944 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Deep learning of point processes for modeling high-frequency data
Yoshihiro Gyotoku, Ioane Muni Toke, Nakahiro Yoshida
Subjects: Statistics Theory (math.ST)
[70] arXiv:2504.15946 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: The e-Partitioning Principle of False Discovery Rate Control
Jelle Goeman, Rianne de Heide, Aldo Solari
Comments: This paper has been subsumed into the merged work arXiv:2509.02517 . Please read and cite that paper instead of this one
Subjects: Statistics Theory (math.ST)
[71] arXiv:2504.16279 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Detecting Correlation between Multiple Unlabeled Gaussian Networks
Taha Ameen, Bruce Hajek
Comments: 7 pages, appearing at IEEE ISIT 2025
Subjects: Statistics Theory (math.ST) ; Information Theory (cs.IT) ; Applications (stat.AP)
[72] arXiv:2504.16555 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Confidence Sequences for Generalized Linear Models via Regret Analysis
Eugenio Clerico, Hamish Flynn, Wojciech Kotłowski, Gergely Neu
Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)
[73] arXiv:2504.16780 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Linear Regression Using Hilbert-Space-Valued Covariates with Unknown Reproducing Kernel
Xinyi Li, Margaret Hoch, Michael R. Kosorok
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[74] arXiv:2504.17202 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Graph Quasirandomness for Hypothesis Testing of Stochastic Block Models
Kiril Bangachev, Guy Bresler
Subjects: Statistics Theory (math.ST) ; Combinatorics (math.CO) ; Probability (math.PR)
[75] arXiv:2504.17451 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Functional $K$ Sample Problem via Multivariate Optimal Measure Transport-Based Permutation Test
Šárka Hudecová, Daniel Hlubinka, Zdeněk Hlávka
Subjects: Statistics Theory (math.ST)
[76] arXiv:2504.17559 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Concentration inequalities and cut-off phenomena for penalized model selection within a basic Rademacher framework
Pascal Massart, Vincent Rivoirard
Subjects: Statistics Theory (math.ST)
[77] arXiv:2504.17611 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Some Results on Generalized Familywise Error Rate Controlling Procedures under Dependence
Monitirtha Dey, Subir Kumar Bhandari
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[78] arXiv:2504.18017 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Non-identifiability distinguishes Neural Networks among Parametric Models
Sourav Chatterjee, Timothy Sudijono
Comments: V2: 18 pages, new references added. Comments welcome
Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)
[79] arXiv:2504.18769 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: A Simplified Condition For Quantile Regression
Liang Peng, Yongcheng Qi
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[80] arXiv:2504.19089 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Semiparametric M-estimation with overparameterized neural networks
Shunxing Yan, Ziyuan Chen, Fang Yao
Subjects: Statistics Theory (math.ST)
[81] arXiv:2504.19138 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Quasi-Monte Carlo confidence intervals using quantiles of randomized nets
Zexin Pan
Subjects: Statistics Theory (math.ST) ; Numerical Analysis (math.NA) ; Computation (stat.CO)
[82] arXiv:2504.19233 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Optimal experimental design for parameter estimation in the presence of observation noise
Jie Qi, Ruth E. Baker
Comments: 24 pages in main text, 28 pages in supplementary materials
Subjects: Statistics Theory (math.ST)
[83] arXiv:2504.19331 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Bahadur asymptotic efficiency in the zone of moderate deviation probabilities
Mikhail Ermakov
Comments: 9 pages
Subjects: Statistics Theory (math.ST)
[84] arXiv:2504.19337 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Frequency Domain Resampling for Gridded Spatial Data
Souvick Bera, Daniel J. Nordman, Soutir Bandyopadhyay
Subjects: Statistics Theory (math.ST) ; Methodology (stat.ME)
[85] arXiv:2504.19450 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Signal detection from spiked noise via asymmetrization
Zhigang Bao, Kha Man Cheong, Jaehun Lee, Yuji Li
Comments: We further included the heavy-tailed case and some eigenvector result. As a byproduct, we also proved the main result in arXiv:1012.4818 under the minimal second moment condition
Subjects: Statistics Theory (math.ST)
[86] arXiv:2504.19952 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: On Stopping Times of Power-one Sequential Tests: Tight Lower and Upper Bounds
Shubhada Agrawal, Aaditya Ramdas
Comments: 36 pages
Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)
[87] arXiv:2504.21288 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Algebraic Approach for Orthomax Rotations
Ryoya Fukasaku, Michio Yamamoto, Yutaro Kabata, Yasuhiko Ikematsu, Kei Hirose
Subjects: Statistics Theory (math.ST)
[88] arXiv:2504.21363 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: The differential structure shared by probability and moment matching priors on non-regular statistical models via the Lie derivative
Masaki Yoshioka, Fuyuhiko Tanaka
Subjects: Statistics Theory (math.ST)
[89] arXiv:2504.21379 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Non-parametric multiple change-point detection
Andreas Anastasiou, Piotr Fryzlewicz
Comments: 20 pages main paper, 10 figures, 16 pages supplementary material
Subjects: Statistics Theory (math.ST)
[90] arXiv:2504.21633 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Convergence rate for Nearest Neighbour matching: geometry of the domain and higher-order regularity
Simon Viel, Lionel Truquet, Ikko Yamane
Subjects: Statistics Theory (math.ST)
[91] arXiv:2504.21787 (cross-list from math.ST) [cn-pdf, pdf, html, other]
Title: Estimation of discrete distributions in relative entropy, and the deviations of the missing mass
Jaouad Mourtada
Comments: 54 pages
Subjects: Statistics Theory (math.ST) ; Information Theory (cs.IT) ; Machine Learning (cs.LG) ; Machine Learning (stat.ML)
[92] arXiv:2504.00459 (cross-list from stat.ME) [cn-pdf, pdf, html, other]
Title: Graphical Models and Efficient Inference Methods for Multivariate Phase Probability Distributions
Andrew S. Perley, Todd P. Coleman
Subjects: Methodology (stat.ME) ; Information Theory (cs.IT) ; Statistics Theory (math.ST) ; Quantitative Methods (q-bio.QM) ; Applications (stat.AP)
[93] arXiv:2504.01012 (cross-list from cs.SI) [cn-pdf, pdf, other]
Title: Causal Models for Growing Networks
Gecia Bravo-Hermsdorff, Lee M. Gunderson, Kayvan Sadeghi
Subjects: Social and Information Networks (cs.SI) ; Discrete Mathematics (cs.DM) ; Combinatorics (math.CO) ; Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[94] arXiv:2504.01837 (cross-list from cs.IT) [cn-pdf, pdf, html, other]
Title: Entropic Isoperimetric and Cramér--Rao Inequalities for Rényi--Fisher Information
Hao Wu, Lei Yu
Comments: 27 pages
Subjects: Information Theory (cs.IT) ; Probability (math.PR) ; Statistics Theory (math.ST)
[95] arXiv:2504.02096 (cross-list from econ.EM) [cn-pdf, pdf, html, other]
Title: Estimation of the complier causal hazard ratio under dependent censoring
Gilles Crommen, Jad Beyhum, Ingrid Van Keilegom
Subjects: Econometrics (econ.EM) ; Statistics Theory (math.ST) ; Methodology (stat.ME)
[96] arXiv:2504.02169 (cross-list from cs.LG) [cn-pdf, pdf, other]
Title: On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves
Reza Sameni
Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[97] arXiv:2504.02233 (cross-list from stat.ME) [cn-pdf, pdf, other]
Title: Testing independence and conditional independence in high dimensions via coordinatewise Gaussianization
Jinyuan Chang, Yue Du, Jing He, Qiwei Yao
Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)
[98] arXiv:2504.02723 (cross-list from cs.DS) [cn-pdf, pdf, html, other]
Title: Computing High-dimensional Confidence Sets for Arbitrary Distributions
Chao Gao, Liren Shan, Vaidehi Srinivas, Aravindan Vijayaraghavan
Comments: Improves volume approximation factor from $\exp(\tilde{O}(d^{2/3}))$ to $\exp(\tilde{O}(d^{1/2}))$, along with other minor edits. To appear in COLT 2025
Subjects: Data Structures and Algorithms (cs.DS) ; Machine Learning (cs.LG) ; Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[99] arXiv:2504.02831 (cross-list from math.OC) [cn-pdf, pdf, other]
Title: Beyond Smoothness and Convexity: Optimization via sampling
Nahom Seyoum, Haoxiang You
Comments: Not all authors gave their consent before posting this to arXiv. We withdraw this submission
Subjects: Optimization and Control (math.OC) ; Statistics Theory (math.ST)
[100] arXiv:2504.02841 (cross-list from q-fin.PM) [cn-pdf, pdf, html, other]
Title: Dynamic Investment Strategies Through Market Classification and Volatility: A Machine Learning Approach
Jinhui Li, Wenjia Xie, Luis Seco
Subjects: Portfolio Management (q-fin.PM) ; Statistics Theory (math.ST)
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