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Statistics Theory

Authors and titles for recent submissions

[ total of 47 entries: 1-38 | 39-47 ]
[ showing 38 entries per page: fewer | more | all ]

Fri, 7 Jun 2024

[1]  arXiv:2406.04191 [pdf, other]
Title: Strong Approximations for Empirical Processes Indexed by Lipschitz Functions
Authors: Matias D. Cattaneo, Ruiqi (Rae)Yu
Subjects: Statistics Theory (math.ST); Econometrics (econ.EM); Probability (math.PR); Methodology (stat.ME)
[2]  arXiv:2406.03954 [pdf, other]
Title: Estimation of Out-of-Sample Sharpe Ratio for High Dimensional Portfolio Optimization
Authors: Xuran Meng, Yuan Cao, Weichen Wang
Subjects: Statistics Theory (math.ST)
[3]  arXiv:2406.04137 (cross-list from cs.LG) [pdf, other]
Title: Optimal Batched Linear Bandits
Authors: Xuanfei Ren, Tianyuan Jin, Pan Xu
Comments: 26 pages, 6 figures, 4 tables. To appear in the proceedings of the 41st International Conference on Machine Learning (ICML 2024)
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[4]  arXiv:2406.04085 (cross-list from stat.ME) [pdf, other]
Title: Copula-based models for correlated circular data
Authors: Francesco Lagona, Marco Mingione
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[5]  arXiv:2406.04071 (cross-list from stat.ML) [pdf, other]
Title: Dynamic angular synchronization under smoothness constraints
Authors: Ernesto Araya, Mihai Cucuringu, Hemant Tyagi
Comments: 40 pages, 9 figures
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[6]  arXiv:2406.04068 (cross-list from cs.LG) [pdf, other]
Title: Reassessing How to Compare and Improve the Calibration of Machine Learning Models
Authors: Muthu Chidambaram, Rong Ge
Comments: 20 pages, 7 figures
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[7]  arXiv:2406.03719 (cross-list from math.PR) [pdf, other]
Title: CLT for Linear Spectral Statistics in High-Dimensional Random Effects Models
Authors: Ran Xie, Iain Johnstone
Comments: 56 pages, 1 figure
Subjects: Probability (math.PR); Statistics Theory (math.ST)
[8]  arXiv:2406.03681 (cross-list from stat.ME) [pdf, other]
Title: Multiscale Tests for Point Processes and Longitudinal Networks
Authors: Youmeng Jiang, Min Xu
Comments: 59 pages, 9 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[9]  arXiv:2406.03653 (cross-list from stat.ML) [pdf, other]
Title: Equivalence Set Restricted Latent Class Models (ESRLCM)
Authors: Jesse Bowers, Steve Culpepper
Comments: 43 pages, 10 tables, 1 figure
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)

Thu, 6 Jun 2024

[10]  arXiv:2406.03424 [pdf, ps, other]
Title: Computational lower bounds for multi-frequency group synchronization
Authors: Anastasia Kireeva, Afonso S. Bandeira, Dmitriy Kunisky
Subjects: Statistics Theory (math.ST); Computational Complexity (cs.CC); Probability (math.PR)
[11]  arXiv:2406.03360 [pdf, other]
Title: On determinantal point processes with nonsymmetric kernels
Authors: Poinas Arnaud
Subjects: Statistics Theory (math.ST)
[12]  arXiv:2406.02894 [pdf, other]
Title: The Bunching and Monotonicity Properties of Families of Probability Distributions
Authors: S. Portnoy, N. Torrado, J.J.P. Veerman
Comments: 19 pages, 4 figures
Subjects: Statistics Theory (math.ST)
[13]  arXiv:2406.02800 [pdf, ps, other]
Title: Asymptotic properties of parameter estimators in Vasicek model driven by tempered fractional Brownian motion
Authors: Yuliya Mishura, Kostiantyn Ralchenko, Olena Dehtiar
Comments: 17 pages
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[14]  arXiv:2406.02646 [pdf, ps, other]
Title: Learning Coefficients in Semi-Regular Models
Authors: Yuki Kurumadani
Comments: 58 pages
Subjects: Statistics Theory (math.ST)
[15]  arXiv:2406.03369 (cross-list from stat.ML) [pdf, ps, other]
Title: Posterior and variational inference for deep neural networks with heavy-tailed weights
Authors: Ismaël Castillo, Paul Egels
Comments: 41 pages
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[16]  arXiv:2406.03358 (cross-list from stat.ME) [pdf, other]
Title: Bayesian Quantile Estimation and Regression with Martingale Posteriors
Authors: Edwin Fong, Andrew Yiu
Comments: 29 pages (main), 84 pages (total), 12 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[17]  arXiv:2406.03302 (cross-list from stat.ME) [pdf, ps, other]
Title: Combining an experimental study with external data: study designs and identification strategies
Authors: Lawson Ung, Guanbo Wang, Sebastien Haneuse, Miguel A. Hernan, Issa J. Dahabreh
Comments: First submission
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[18]  arXiv:2406.03260 (cross-list from stat.ML) [pdf, ps, other]
Title: Feature learning in finite-width Bayesian deep linear networks with multiple outputs and convolutional layers
Authors: Federico Bassetti, Marco Gherardi, Alessandro Ingrosso, Mauro Pastore, Pietro Rotondo
Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG); Statistics Theory (math.ST)
[19]  arXiv:2406.02869 (cross-list from physics.data-an) [pdf, other]
Title: Mesoscopic Bayesian Inference by Solvable Models
Authors: Shun Katakami, Shuhei Kashiwamura, Kenji Nagata, Masaichiro Mizumaki, Masato Okada
Subjects: Data Analysis, Statistics and Probability (physics.data-an); Statistics Theory (math.ST)
[20]  arXiv:2406.02840 (cross-list from stat.ME) [pdf, other]
Title: Statistical inference of convex order by Wasserstein projection
Authors: Jakwang Kim, Young-Heon Kim, Yuanlong Ruan, Andrew Warren
Subjects: Methodology (stat.ME); Optimization and Control (math.OC); Statistics Theory (math.ST)
[21]  arXiv:2406.02794 (cross-list from stat.ME) [pdf, other]
Title: PriME: Privacy-aware Membership profile Estimation in networks
Authors: Abhinav Chakraborty, Sayak Chatterjee, Sagnik Nandy
Subjects: Methodology (stat.ME); Social and Information Networks (cs.SI); Statistics Theory (math.ST)

Wed, 5 Jun 2024

[22]  arXiv:2406.02502 [pdf, ps, other]
Title: Singular Subspace Perturbation Bounds via Rectangular Random Matrix Diffusions
Authors: Peiyao Lai, Oren Mangoubi
Subjects: Statistics Theory (math.ST); Data Structures and Algorithms (cs.DS); Numerical Analysis (math.NA); Probability (math.PR)
[23]  arXiv:2406.02031 [pdf, other]
Title: An Axiomatisation of Error Intolerant Estimation
Authors: Michael Brand
Comments: 30 pages main paper, 35 pages SI, 1 table, 1 figure (in SI)
Subjects: Statistics Theory (math.ST)
[24]  arXiv:2406.01849 [pdf, other]
Title: Conditional uncorrelation equals independence
Authors: Dawid Tarłowski
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[25]  arXiv:2406.02424 (cross-list from cs.LG) [pdf, ps, other]
Title: Contextual Dynamic Pricing: Algorithms, Optimality, and Local Differential Privacy Constraints
Authors: Zifeng Zhao, Feiyu Jiang, Yi Yu
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Methodology (stat.ME)
[26]  arXiv:2406.02152 (cross-list from econ.EM) [pdf, other]
Title: A sequential test procedure for the choice of the number of regimes in multivariate nonlinear models
Authors: Andrea Bucci
Subjects: Econometrics (econ.EM); Statistics Theory (math.ST)
[27]  arXiv:2406.01933 (cross-list from stat.ML) [pdf, ps, other]
Title: Orthogonal Causal Calibration
Authors: Justin Whitehouse, Christopher Jung, Vasilis Syrgkanis, Bryan Wilder, Zhiwei Steven Wu
Comments: 44 pages
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST); Methodology (stat.ME)

Tue, 4 Jun 2024 (showing first 11 of 16 entries)

[28]  arXiv:2406.01268 [pdf, ps, other]
Title: Integral Probability Metrics on submanifolds: interpolation inequalities and optimal inference
Authors: Arthur Stéphanovitch
Subjects: Statistics Theory (math.ST)
[29]  arXiv:2406.01161 [pdf, other]
Title: Dynamic Structural Causal Models
Authors: Philip Boeken, Joris M. Mooij
Subjects: Statistics Theory (math.ST); Probability (math.PR); Machine Learning (stat.ML)
[30]  arXiv:2406.00820 [pdf, ps, other]
Title: Weak convergence of adaptive Markov chain Monte Carlo
Authors: Austin Brown, Jeffrey S. Rosenthal
Subjects: Statistics Theory (math.ST)
[31]  arXiv:2406.00701 [pdf, other]
Title: Profiled Transfer Learning for High Dimensional Linear Model
Authors: Ziqian Lin, Junlong Zhao, Fang Wang, Hansheng Wang
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[32]  arXiv:2406.00660 [pdf, other]
Title: Non-asymptotic Properties of Generalized Mondrian Forests in Statistical Learning
Authors: Haoran Zhan, Jingli Wang, Yingcun Xia
Subjects: Statistics Theory (math.ST)
[33]  arXiv:2406.00388 [pdf, ps, other]
Title: Products, Abstractions and Inclusions of Causal Spaces
Authors: Simon Buchholz, Junhyung Park, Bernhard Schölkopf
Subjects: Statistics Theory (math.ST)
[34]  arXiv:2406.00369 [pdf, other]
Title: Algebraic Geometrical Analysis of Metropolis Algorithm When Parameters Are Non-identifiable
Authors: Kenji Nagata, Yoh-ichi Mototake
Comments: 14 pages, 3 figures
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[35]  arXiv:2406.00128 [pdf, ps, other]
Title: Matrix-valued Factor Model with Time-varying Main Effects
Authors: Clifford Lam, Zetai Cen
Comments: 64 pages, 12 figures
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[36]  arXiv:2406.01541 (cross-list from math.OC) [pdf, ps, other]
Title: Adaptive discretization algorithms for locally optimal experimental design
Authors: Jochen Schmid, Philipp Seufert, Michael Bortz
Comments: 42 pages
Subjects: Optimization and Control (math.OC); Statistics Theory (math.ST)
[37]  arXiv:2406.01094 (cross-list from math.OC) [pdf, other]
Title: Joint Learning of Linear Dynamical Systems under Smoothness Constraints
Authors: Hemant Tyagi
Comments: 35 pages, 1 figure
Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY); Statistics Theory (math.ST); Machine Learning (stat.ML)
[38]  arXiv:2406.00961 (cross-list from math.PR) [pdf, other]
Title: Kronecker-product random matrices and a matrix least squares problem
Authors: Zhou Fan, Renyuan Ma
Subjects: Probability (math.PR); Statistics Theory (math.ST)
[ total of 47 entries: 1-38 | 39-47 ]
[ showing 38 entries per page: fewer | more | all ]

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