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Statistics Theory

Authors and titles for recent submissions

[ total of 41 entries: 1-25 | 26-41 ]
[ showing 25 entries per page: fewer | more | all ]

Wed, 8 May 2024

[1]  arXiv:2405.04147 (cross-list from stat.ML) [pdf, other]
Title: Multiparameter regularization and aggregation in the context of polynomial functional regression
Authors: Elke R. Gizewski, Markus Holzleitner, Lukas Mayer-Suess, Sergiy Pereverzyev Jr., Sergei V. Pereverzyev
Comments: 18 pages
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Numerical Analysis (math.NA); Statistics Theory (math.ST)
[2]  arXiv:2405.03815 (cross-list from stat.ME) [pdf, other]
Title: Statistical inference for a stochastic generalized logistic differential equation
Authors: Fernando Baltazar-Larios, Francisco Delgado-Vences, Saul Diaz-Infante, Eduardo Lince Gomez
Comments: 22 pages, 3 figures
Subjects: Methodology (stat.ME); Probability (math.PR); Statistics Theory (math.ST)

Tue, 7 May 2024

[3]  arXiv:2405.03487 [pdf, other]
Title: Precision-based designs for sequential randomized experiments
Authors: Mattias Nordin, Mårten Schultzberg
Subjects: Statistics Theory (math.ST)
[4]  arXiv:2405.03063 [pdf, other]
Title: Stability of a Generalized Debiased Lasso with Applications to Resampling-Based Variable Selection
Authors: Jingbo Liu
Subjects: Statistics Theory (math.ST); Information Theory (cs.IT); Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)
[5]  arXiv:2405.02498 [pdf, other]
Title: Multimatrix variate distributions
Authors: José A. Díaz-García, Francisco J. Caro-Lopera
Comments: 14 pages
Subjects: Statistics Theory (math.ST)
[6]  arXiv:2405.02462 [pdf, other]
Title: Finite Sample Analysis and Bounds of Generalization Error of Gradient Descent in In-Context Linear Regression
Authors: Karthik Duraisamy
Subjects: Statistics Theory (math.ST); Numerical Analysis (math.NA); Probability (math.PR)
[7]  arXiv:2405.03606 (cross-list from stat.ME) [pdf, other]
Title: Strang Splitting for Parametric Inference in Second-order Stochastic Differential Equations
Authors: Predrag Pilipovic, Adeline Samson, Susanne Ditlevsen
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[8]  arXiv:2405.03043 (cross-list from quant-ph) [pdf, ps, other]
Title: Negative Probability
Authors: Nick Polson, Vadim Sokolov
Subjects: Quantum Physics (quant-ph); Statistics Theory (math.ST)
[9]  arXiv:2405.03021 (cross-list from econ.EM) [pdf, ps, other]
Title: Tuning parameter selection in econometrics
Authors: Denis Chetverikov
Comments: 41 pages, 1 table
Subjects: Econometrics (econ.EM); Statistics Theory (math.ST)
[10]  arXiv:2405.02928 (cross-list from math.PR) [pdf, other]
Title: Probabilistic cellular automata with local transition matrices: synchronization, ergodicity, and inference
Authors: Erhan Bayrakta, Fei Lu, Mauro Maggioni, Ruoyu Wu, Sichen Yang
Subjects: Probability (math.PR); Statistics Theory (math.ST)
[11]  arXiv:2405.02833 (cross-list from math.PR) [pdf, other]
Title: Limiting Behavior of Maxima under Dependence
Authors: Klaus Herrmann, Marius Hofert, Johanna G. Neslehova
Subjects: Probability (math.PR); Statistics Theory (math.ST)
[12]  arXiv:2405.02753 (cross-list from math.OC) [pdf, ps, other]
Title: Unscented Trajectory Optimization
Authors: I. M. Ross, R. J. Proulx, M. Karpenko
Comments: 21 pages, 11 figures 2023 AAS/AIAA Astrodynamics Specialist Conference, Big Sky, MT, Aug 13-17, 2023
Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY); Statistics Theory (math.ST); Computation (stat.CO)
[13]  arXiv:2405.02715 (cross-list from stat.ME) [pdf, other]
Title: Grouping predictors via network-wide metrics
Authors: Brandon Woosuk Park, Anand N. Vidyashankar, Tucker S. McElroy
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[14]  arXiv:2405.02551 (cross-list from stat.ME) [pdf, ps, other]
Title: Power-Enhanced Two-Sample Mean Tests for High-Dimensional Compositional Data with Application to Microbiome Data Analysis
Authors: Danning Li, Lingzhou Xue, Haoyi Yang, Xiufan Yu
Comments: 25 pages
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Applications (stat.AP)
[15]  arXiv:2405.02319 (cross-list from stat.AP) [pdf, other]
Title: Bayesian Inference for Estimating Heat Sources through Temperature Assimilation
Authors: Hanieh Mousavi, Jeff D. Eldredge
Subjects: Applications (stat.AP); Statistics Theory (math.ST)

Mon, 6 May 2024

[16]  arXiv:2405.01908 [pdf, other]
Title: A Full Adagrad algorithm with O(Nd) operations
Authors: Antoine Godichon-Baggioni (LPSM (UMR\_8001)), Wei Lu (LMI), Bruno Portier (LMI)
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[17]  arXiv:2405.02082 (cross-list from stat.ML) [pdf, ps, other]
Title: A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning
Authors: Nicolas Dewolf
Comments: At 339 pages, this document is a live/working version of my PhD dissertation published in 2024 by the University of Ghent (UGent)
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistics Theory (math.ST)
[18]  arXiv:2405.01994 (cross-list from stat.ML) [pdf, ps, other]
Title: Mathematics of statistical sequential decision-making: concentration, risk-awareness and modelling in stochastic bandits, with applications to bariatric surgery
Authors: Patrick Saux
Comments: Doctoral thesis. Some pdf readers (e.g. Firefox) have trouble rendering the theorems/definitions environment. When reading online, please prefer e.g. Chrome
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[19]  arXiv:2405.01958 (cross-list from stat.CO) [pdf, other]
Title: Improved distance correlation estimation
Authors: Blanca E. Monroy-Castillo, M.A, Jácome, Ricardo Cao
Subjects: Computation (stat.CO); Statistics Theory (math.ST)
[20]  arXiv:2405.01902 (cross-list from math.PR) [pdf, ps, other]
Title: Deviation and moment inequalities for Banach-valued $U$-statistics
Authors: Davide Giraudo (IRMA, UNISTRA UFR MI)
Subjects: Probability (math.PR); Statistics Theory (math.ST)
[21]  arXiv:2405.01709 (cross-list from stat.ME) [pdf, other]
Title: Minimax Regret Learning for Data with Heterogeneous Subgroups
Authors: Weibin Mo, Weijing Tang, Songkai Xue, Yufeng Liu, Ji Zhu
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Machine Learning (stat.ML)
[22]  arXiv:2405.01685 (cross-list from math.PR) [pdf, ps, other]
Title: The Gapeev-Shiryaev Conjecture
Authors: Philip A. Ernst, Goran Peskir
Comments: 24 pages
Subjects: Probability (math.PR); Statistics Theory (math.ST)

Fri, 3 May 2024 (showing first 3 of 14 entries)

[23]  arXiv:2405.01368 [pdf, other]
Title: Sub-uniformity of harmonic mean p-values
Authors: Yuyu Chen, Ruodu Wang, Yuming Wang, Wenhao Zhu
Subjects: Statistics Theory (math.ST)
[24]  arXiv:2405.01304 [pdf, ps, other]
Title: Misclassification bounds for PAC-Bayesian sparse deep learning
Authors: The Tien Mai
Comments: arXiv admin note: text overlap with arXiv:1908.04847 by other authors
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[25]  arXiv:2405.01206 [pdf, ps, other]
Title: Posterior contraction rates in a sparse non-linear mixed-effects model
Authors: Marion Naveau (MIA Paris-Saclay), Maud Delattre (MaIAGE), Laure Sansonnet (MIA Paris-Saclay)
Subjects: Statistics Theory (math.ST)
[ total of 41 entries: 1-25 | 26-41 ]
[ showing 25 entries per page: fewer | more | all ]

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