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Statistics Theory

Authors and titles for recent submissions

[ total of 44 entries: 1-38 | 39-44 ]
[ showing 38 entries per page: fewer | more | all ]

Tue, 14 May 2024

[1]  arXiv:2405.07958 [pdf, other]
Title: Record-based transmuted unit omega distribution: different methods of estimation and applications
Authors: Ashok Kumar Pathak, Mohd. Arshad, Alok Kumar Pandey, Alam Ali
Comments: 26 pages, 14 figures
Subjects: Statistics Theory (math.ST)
[2]  arXiv:2405.07910 [pdf, ps, other]
Title: A Unification of Exchangeability and Continuous Exposure and Confounder Measurement Errors: Probabilistic Exchangeability
Authors: Honghyok Kim
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[3]  arXiv:2405.07852 [pdf, other]
Title: Riemannian radial distributions on Riemannian symmetric spaces: Optimal rates of convergence for parameter estimation
Authors: Hengchao Chen
Subjects: Statistics Theory (math.ST); Differential Geometry (math.DG)
[4]  arXiv:2405.07757 [pdf, ps, other]
Title: Minimax rates in variance and covariance changepoint testing
Authors: Per August Jarval Moen
Subjects: Statistics Theory (math.ST)
[5]  arXiv:2405.07732 [pdf, other]
Title: Measuring dependence between a scalar response and a functional covariate
Authors: Siegfried Hörmann, Daniel Strenger
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[6]  arXiv:2405.07722 [pdf, ps, other]
Title: Model Identifiability for Bivariate Failure Time Data with Competing Risk: Non-parametric Cause-specific Hazards and Gamma Frailty
Authors: Biswadeep Ghosh, Anup Dewanji, Sudipta Das
Subjects: Statistics Theory (math.ST)
[7]  arXiv:2405.07677 [pdf, other]
Title: Unveiling low-dimensional patterns induced by convex non-differentiable regularizers
Authors: Ivan Hejný, Jonas Wallin, Małgorzata Bogdan, Michał Kos
Comments: 30 pages, 5 figures, for associated code, see this https URL
Subjects: Statistics Theory (math.ST)
[8]  arXiv:2405.07173 [pdf, other]
Title: Fusing independent inferential models in a black-box manner
Authors: Leonardo Cella
Comments: 8 pages
Subjects: Statistics Theory (math.ST)
[9]  arXiv:2405.06939 [pdf, other]
Title: Tests for principal eigenvalues and eigenvectors
Authors: Jianqing Fan, Yingying Li, Ningning Xia, Xinghua Zheng
Subjects: Statistics Theory (math.ST)
[10]  arXiv:2405.06905 [pdf, other]
Title: Multimatricvariate and multimatrix variate distributions based on elliptically contoured laws under real normed division algebras
Authors: José A. Díaz-García, Francisco J. Caro-Lopera
Comments: 25 pages
Subjects: Statistics Theory (math.ST)
[11]  arXiv:2405.06877 [pdf, ps, other]
Title: On the orthogonally equivariant estimators of a covariance matrix
Authors: Ming-Tien Tsai, Chia-Hsuan Tsai
Subjects: Statistics Theory (math.ST)
[12]  arXiv:2405.06734 [pdf, other]
Title: Neural Estimation Of Entropic Optimal Transport
Authors: Tao Wang, Ziv Goldfeld
Comments: arXiv admin note: substantial text overlap with arXiv:2312.07397
Subjects: Statistics Theory (math.ST)
[13]  arXiv:2405.06722 [pdf, ps, other]
Title: Hypergeometric Distribution Revisited: Tail Inequalities, Confidence Bounds and Sample Sizes
Authors: Anne-Marie George
Subjects: Statistics Theory (math.ST)
[14]  arXiv:2405.07979 (cross-list from stat.ME) [pdf, other]
Title: Low-order outcomes and clustered designs: combining design and analysis for causal inference under network interference
Authors: Matthew Eichhorn, Samir Khan, Johan Ugander, Christina Lee Yu
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[15]  arXiv:2405.07860 (cross-list from econ.EM) [pdf, other]
Title: Uniform Inference for Subsampled Moment Regression
Authors: David M. Ritzwoller, Vasilis Syrgkanis
Subjects: Econometrics (econ.EM); Statistics Theory (math.ST); Machine Learning (stat.ML)
[16]  arXiv:2405.07803 (cross-list from cs.IT) [pdf, other]
Title: Decoding Geometric Properties in Non-Random Data from First Information-Theoretic Principles
Authors: Hector Zenil, Felipe S. Abrahão
Comments: arXiv admin note: substantial text overlap with arXiv:2303.16045. substantial text overlap with arXiv:2303.16045
Subjects: Information Theory (cs.IT); Computation and Language (cs.CL); Cryptography and Security (cs.CR); Information Retrieval (cs.IR); Statistics Theory (math.ST)
[17]  arXiv:2405.07294 (cross-list from stat.ME) [pdf, ps, other]
Title: Factor Strength Estimation in Vector and Matrix Time Series Factor Models
Authors: Weilin Chen, Clifford Lam
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[18]  arXiv:2405.06813 (cross-list from stat.ME) [pdf, other]
Title: A note on distance variance for categorical variables
Authors: Qingyang Zhang
Comments: 3 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[19]  arXiv:2405.06799 (cross-list from stat.ME) [pdf, other]
Title: Riemannian Statistics for Any Type of Data
Authors: Oldemar Rodriguez Rojas
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[20]  arXiv:2405.06796 (cross-list from stat.ME) [pdf, other]
Title: The Multiple Change-in-Gaussian-Mean Problem
Authors: Paul Fearnhead, Piotr Fryzlewicz
Comments: This is a draft chapter from the forthcoming book "Change-Point Detection and Data Segmentation" by Paul Fearnhead and Piotr Fryzlewicz. Comments, particularly regarding the history of work in this area, are welcome
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)

Mon, 13 May 2024

[21]  arXiv:2405.06477 [pdf, ps, other]
Title: Asymptotic Normality of $U$-Statistics is Equivalent to Convergence in the Wasserstein Distance
Authors: Marius Kroll
Subjects: Statistics Theory (math.ST)
[22]  arXiv:2405.06437 [pdf, ps, other]
Title: Generalized van Trees inequality: Local minimax bounds for non-smooth functionals and irregular statistical models
Authors: Kenta Takatsu, Arun Kumar Kuchibhotla
Subjects: Statistics Theory (math.ST)
[23]  arXiv:2405.06428 [pdf, other]
Title: Weighted past and paired dynamic varentropy measures, their properties and usefulness
Authors: Shital Saha, Suchandan Kayal
Subjects: Statistics Theory (math.ST)
[24]  arXiv:2405.06397 (cross-list from physics.data-an) [pdf, other]
Title: Statistical divergences in high-dimensional hypothesis testing and a modern technique for estimating them
Authors: Jeremy J.H. Wilkinson, Christopher G. Lester
Subjects: Data Analysis, Statistics and Probability (physics.data-an); High Energy Physics - Experiment (hep-ex); High Energy Physics - Phenomenology (hep-ph); Statistics Theory (math.ST)
[25]  arXiv:2405.06200 (cross-list from math-ph) [pdf, ps, other]
Title: Restricted isometric compression of sparse datasets into low-dimensional varieties
Authors: Vasile Pop, Iuliana Teodorescu, Razvan Teodorescu
Subjects: Mathematical Physics (math-ph); Functional Analysis (math.FA); Optimization and Control (math.OC); Representation Theory (math.RT); Statistics Theory (math.ST)
[26]  arXiv:2405.06167 (cross-list from math-ph) [pdf, ps, other]
Title: Integrability-preserving regularizations of Laplacian Growth
Authors: Razvan Teodorescu
Journal-ref: Math. Model. Nat. Phenom. 15 (2020) 9
Subjects: Mathematical Physics (math-ph); Dynamical Systems (math.DS); Statistics Theory (math.ST)

Fri, 10 May 2024

[27]  arXiv:2405.05679 [pdf, other]
Title: Non-asymptotic estimates for accelerated high order Langevin Monte Carlo algorithms
Authors: Ariel Neufeld, Ying Zhang
Subjects: Statistics Theory (math.ST); Probability (math.PR); Computation (stat.CO); Machine Learning (stat.ML)
[28]  arXiv:2405.05656 [pdf, ps, other]
Title: Consistent Empirical Bayes estimation of the mean of a mixing distribution without identifiability assumption. With applications to treatment of non-response
Authors: Eitan Greenshtein
Comments: 17 pages
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[29]  arXiv:2405.05644 [pdf, other]
Title: Estimation of ill-conditioned models using penalized sums of squares of the residuals
Authors: Román Salmerón Gómez, Catalina B. García García
Comments: Working paper with 35 pages, 9 tables, 7 figures
Subjects: Statistics Theory (math.ST)
[30]  arXiv:2405.05597 [pdf, ps, other]
Title: The empirical copula process in high dimensions: Stute's representation and applications
Authors: Axel Bücher, Cambyse Pakzad
Comments: 24 pages
Subjects: Statistics Theory (math.ST)
[31]  arXiv:2405.05419 [pdf, other]
Title: Decompounding Under General Mixing Distributions
Authors: Denis Belomestny, Ekaterina Morozova, Vladimir Panov
Comments: 21 page, 2 figures
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[32]  arXiv:2405.05344 [pdf, other]
Title: A note on the minimax risk of sparse linear regression
Authors: Yilin Guo, Shubhangi Ghosh, Haolei Weng, Arian Maleki
Subjects: Statistics Theory (math.ST)
[33]  arXiv:2405.05512 (cross-list from cs.LG) [pdf, other]
Title: Characteristic Learning for Provable One Step Generation
Authors: Zhao Ding, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Pingwen Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Numerical Analysis (math.NA); Statistics Theory (math.ST)
[34]  arXiv:2405.05459 (cross-list from stat.ME) [pdf, other]
Title: Estimation and Inference for Change Points in Functional Regression Time Series
Authors: Shivam Kumar, Haotian Xu, Haeran Cho, Daren Wang
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[35]  arXiv:2405.05403 (cross-list from stat.ME) [pdf, other]
Title: A fast and accurate inferential method for complex parametric models: the implicit bootstrap
Authors: Samuel Orso, Mucyo Karemera, Maria-Pia Victoria-Feser, Stéphane Guerrier
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)

Thu, 9 May 2024 (showing first 3 of 7 entries)

[36]  arXiv:2405.05110 [pdf, other]
Title: Uncertainty quantification in metric spaces
Authors: Gábor Lugosi, Marcos Matabuena
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[37]  arXiv:2405.04715 [pdf, other]
Title: Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning
Authors: Yihong Gu, Cong Fang, Peter Bühlmann, Jianqing Fan
Comments: 47 pages, 5 figures with appendix
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)
[38]  arXiv:2405.05190 (cross-list from stat.ML) [pdf, ps, other]
Title: Is Transductive Learning Equivalent to PAC Learning?
Authors: Shaddin Dughmi, Yusuf Kalayci, Grayson York
Subjects: Machine Learning (stat.ML); Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG); Statistics Theory (math.ST)
[ total of 44 entries: 1-38 | 39-44 ]
[ showing 38 entries per page: fewer | more | all ]

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