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Statistics Theory

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Total of 32 entries
Showing up to 50 entries per page: fewer | more | all

Thu, 14 Nov 2024 (showing 3 of 3 entries )

[1] arXiv:2411.08141 [pdf, other]
Title: Probably approximately correct high-dimensional causal effect estimation given a valid adjustment set
Davin Choo, Chandler Squires, Arnab Bhattacharyya, David Sontag
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[2] arXiv:2411.08861 (cross-list from stat.ME) [pdf, html, other]
Title: Interaction Testing in Variation Analysis
Drago Plecko
Subjects: Methodology (stat.ME); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistics Theory (math.ST)
[3] arXiv:2411.08491 (cross-list from stat.ME) [pdf, other]
Title: Covariate Adjustment in Randomized Experiments Motivated by Higher-Order Influence Functions
Sihui Zhao, Xinbo Wang, Lin Liu, Xin Zhang
Comments: 62 pages, 8 figures
Subjects: Methodology (stat.ME); Econometrics (econ.EM); Statistics Theory (math.ST)

Wed, 13 Nov 2024 (showing 6 of 6 entries )

[4] arXiv:2411.07731 [pdf, html, other]
Title: Testing LRD in the spectral domain for functional time series in manifolds
M.D. Ruiz-Medina, R.M. Crujeiras
Comments: No comments
Subjects: Statistics Theory (math.ST)
[5] arXiv:2411.07978 (cross-list from econ.EM) [pdf, html, other]
Title: Doubly Robust Regression Discontinuity Designs
Masahiro Kato
Subjects: Econometrics (econ.EM); Machine Learning (cs.LG); Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)
[6] arXiv:2411.07878 (cross-list from math.PR) [pdf, html, other]
Title: Bernstein-type and Bennett-type inequalities for unbounded matrix martingales
Alexey Kroshnin, Alexandra Suvorikova
Comments: 26 pages
Subjects: Probability (math.PR); Statistics Theory (math.ST)
[7] arXiv:2411.07874 (cross-list from stat.ME) [pdf, html, other]
Title: Changepoint Detection in Complex Models: Cross-Fitting Is Needed
Chengde Qian, Guanghui Wang, Zhaojun Wang, Changliang Zou
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[8] arXiv:2411.07558 (cross-list from eess.SP) [pdf, html, other]
Title: Discrete-Valued Signal Estimation via Low-Complexity Message Passing Algorithm for Highly Correlated Measurements
Tomoharu Furudoi, Takumi Takahashi, Shinsuke Ibi, Hideki Ochiai
Comments: Submission notification added, Fig size adjusted, typos corrected
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT); Statistics Theory (math.ST)
[9] arXiv:2411.07554 (cross-list from stat.ML) [pdf, other]
Title: Exogenous Randomness Empowering Random Forests
Tianxing Mei, Yingying Fan, Jinchi Lv
Comments: 103 pages, 10 figures
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)

Tue, 12 Nov 2024 (showing 13 of 13 entries )

[10] arXiv:2411.07203 [pdf, html, other]
Title: Estimation of the Adjusted Standard-deviatile for Extreme Risks
Haoyu Chen, Tiantian Mao, Fan Yang
Subjects: Statistics Theory (math.ST); Risk Management (q-fin.RM)
[11] arXiv:2411.06981 [pdf, html, other]
Title: On strong posterior contraction rates for Besov-Laplace priors in the white noise model
Emanuele Dolera, Stefano Favaro, Matteo Giordano
Comments: 24 pages
Subjects: Statistics Theory (math.ST)
[12] arXiv:2411.06909 [pdf, html, other]
Title: Detecting relevant deviations from the white noise assumption for non-stationary time series
Patrick Bastian
Subjects: Statistics Theory (math.ST)
[13] arXiv:2411.06888 [pdf, html, other]
Title: Improved estimation of ordered parameter based on doubly type-II censored sample
Shrajal Bajpai, Lakshmi Kanta Patra
Subjects: Statistics Theory (math.ST)
[14] arXiv:2411.06865 [pdf, html, other]
Title: Nonparametric estimation of trend for stochastic differential equations driven by multiplicative stochastic volatility
B.L.S. Prakasa Rao
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[15] arXiv:2411.06593 [pdf, html, other]
Title: Algebraic and Statistical Properties of the Partially Regularized Ordinary Least Squares Interpolator
Letian Yang, Dennis Shen
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[16] arXiv:2411.06423 [pdf, html, other]
Title: Generalized Principal Component Analysis for Large-dimensional Matrix Factor Model
Yong He, Yujie Hou, Haixia Liu, Yalin Wang
Subjects: Statistics Theory (math.ST)
[17] arXiv:2411.06314 [pdf, html, other]
Title: Shared-Endpoint Correlations and Hierarchy in Random Flows on Graphs
Joshua Richland, Alexander Strang
Comments: 26 pages main text, 20 page appendix, 4 figures, 3 tables
Subjects: Statistics Theory (math.ST)
[18] arXiv:2411.05808 [pdf, html, other]
Title: Layered Hill esimator for extreme data in clusters
Taegyu Kang, Takashi Owada
Comments: 33 pages
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[19] arXiv:2411.06935 (cross-list from math.PR) [pdf, html, other]
Title: Correction to: Multivariate CARMA processes, continuous-time state space models and complete regularity of the innovations of the sampled processes, Bernoulli 18, pp. 46-63, 2012
Robert Stelzer
Subjects: Probability (math.PR); Statistics Theory (math.ST)
[20] arXiv:2411.06913 (cross-list from stat.ME) [pdf, other]
Title: BudgetIV: Optimal Partial Identification of Causal Effects with Mostly Invalid Instruments
Jordan Penn (1), Lee M. Gunderson (2), Gecia Bravo-Hermsdorff (2), Ricardo Silva (2), David S. Watson (1) ((1) King's College London, (2) University College London)
Comments: 11 pages, 4 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Quantitative Methods (q-bio.QM)
[21] arXiv:2411.06311 (cross-list from cs.LG) [pdf, html, other]
Title: When are dynamical systems learned from time series data statistically accurate?
Jeongjin Park, Nicole Yang, Nisha Chandramoorthy
Comments: in NeuRIPS 2024
Subjects: Machine Learning (cs.LG); Mathematical Physics (math-ph); Dynamical Systems (math.DS); Statistics Theory (math.ST)
[22] arXiv:2411.06140 (cross-list from stat.ML) [pdf, html, other]
Title: Deep Nonparametric Conditional Independence Tests for Images
Marco Simnacher, Xiangnan Xu, Hani Park, Christoph Lippert, Sonja Greven
Comments: 50 pages, 13 figures
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Image and Video Processing (eess.IV); Statistics Theory (math.ST); Methodology (stat.ME)

Mon, 11 Nov 2024 (showing 5 of 5 entries )

[23] arXiv:2411.05758 [pdf, html, other]
Title: On the limiting variance of matching estimators
Songliang Chen, Fang Han
Comments: 25 pages
Subjects: Statistics Theory (math.ST); Econometrics (econ.EM)
[24] arXiv:2411.05512 [pdf, html, other]
Title: The multivariate local dependence function
Ismihan Bayramoglu, Pelin Ersin
Comments: 29 pages 13 Figures
Subjects: Statistics Theory (math.ST)
[25] arXiv:2411.05487 [pdf, html, other]
Title: Estimating location parameters of two exponential distributions with ordered scale parameters
Lakshmi Kanta Patra, Constantinos Petropoulos, Shrajal Bajpai, Naresh Garg
Subjects: Statistics Theory (math.ST)
[26] arXiv:2411.05217 [pdf, html, other]
Title: Robust estimation for high-dimensional time series with heavy tails
Yu Wang, Guodong Li, Zhijie Xiao, Lihu Xu, Wenyang Zhang
Subjects: Statistics Theory (math.ST)
[27] arXiv:2411.05391 (cross-list from stat.OT) [pdf, html, other]
Title: On the Impossibility of Equating the Youden Index with Tjur's $R^2$-like metrics in $2\times2$ Tables
Linard Hoessly
Subjects: Other Statistics (stat.OT); Probability (math.PR); Statistics Theory (math.ST)

Fri, 8 Nov 2024 (showing 5 of 5 entries )

[28] arXiv:2411.04522 [pdf, html, other]
Title: Testing for changes in the error distribution in functional linear models
Natalie Neumeyer, Leonie Selk
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[29] arXiv:2411.04320 [pdf, html, other]
Title: Adaptive signal recovery in sparse nonparametric models
Natalia Stepanova, Marie Turcicova
Comments: 15 pages, 0 figures
Subjects: Statistics Theory (math.ST)
[30] arXiv:2411.04909 (cross-list from stat.ME) [pdf, html, other]
Title: Doubly robust inference with censoring unbiased transformations
Oliver Lunding Sandqvist
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[31] arXiv:2411.04729 (cross-list from stat.CO) [pdf, html, other]
Title: Conjugate gradient methods for high-dimensional GLMMs
Andrea Pandolfi, Omiros Papaspiliopoulos, Giacomo Zanella
Subjects: Computation (stat.CO); Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)
[32] arXiv:2411.04166 (cross-list from stat.ME) [pdf, html, other]
Title: Kernel density estimation with polyspherical data and its applications
Eduardo García-Portugués, Andrea Meilán-Vila
Comments: 20 pages, 4 figures. Supplementary material: 23 pages, 8 figures, 1 table
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
Total of 32 entries
Showing up to 50 entries per page: fewer | more | all