Statistics

Authors and titles for Oct 2023

[1]  arXiv:2310.00002 [pdf, other]

Title: The concept of probability, crisis in statistics, and the unbearable lightness of Bayesing

Authors: Boris Čulina

Journal-ref: Science and Philosophy 11 (1):7-30 (2023)

Subjects: Other Statistics (stat.OT)

[2]  arXiv:2310.00004 [pdf, ps, other]

Title: Statistics for Machine Learning with Mathematica Applications

Authors: M. M. Hammad

Comments: 984 pages

Subjects: Other Statistics (stat.OT)

[3]  arXiv:2310.00027 [pdf, ps, other]

Title: Out-Of-Domain Unlabeled Data Improves Generalization

Authors: Amir Hossein Saberi, Amir Najafi, Alireza Heidari, Mohammad Hosein Movasaghinia, Abolfazl Motahari, Babak H. Khalaj

Comments: Published at ICLR 2024 (Spotlight), 29 pages, no figures

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[4]  arXiv:2310.00097 [pdf, other]

Title: Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior

Authors: Luke Travis, Kolyan Ray

Comments: 24 pages, 1 figure, to appear in Advances in Neural Information Processing Systems 37 (NeurIPS 2023)

Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)

[5]  arXiv:2310.00107 [pdf, other]

Title: Linear classification methods for multivariate repeated measures data -- a simulation study

Authors: Ricarda Graf, Marina Zeldovich, Sarah Friedrich

Subjects: Methodology (stat.ME)

[6]  arXiv:2310.00110 [pdf, other]

Title: Gradient and Uncertainty Enhanced Sequential Sampling for Global Fit

Authors: Sven Lämmle, Can Bogoclu, Kevin Cremanns, Dirk Roos

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[7]  arXiv:2310.00125 [pdf, other]

Title: Covariance Expressions for Multi-Fidelity Sampling with Multi-Output, Multi-Statistic Estimators: Application to Approximate Control Variates

Authors: Thomas O. Dixon, James E. Warner, Geoffrey F. Bomarito, Alex A. Gorodetsky

Comments: 28 pages, 8 figures

Subjects: Computation (stat.CO); Methodology (stat.ME)

[8]  arXiv:2310.00126 [pdf, other]

Title: Simulations for Meta-analysis of Magnitude Measures

Authors: Elena Kulinskaya, David C. Hoaglin

Comments: 56 pages, 33 figures

Subjects: Methodology (stat.ME)

[9]  arXiv:2310.00176 [pdf, ps, other]

Title: Universality of max-margin classifiers

Authors: Andrea Montanari, Feng Ruan, Basil Saeed, Youngtak Sohn

Comments: 60 pages

Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)

[10]  arXiv:2310.00211 [pdf, ps, other]

Title: Theoretical Foundations of Ordinal Multidimensional Scaling, Including Internal and External Unfolding

Authors: Ery Arias-Castro, Clément Berenfeld, Daniel Kane

Comments: same exact version with funding information added

Subjects: Statistics Theory (math.ST)

[11]  arXiv:2310.00250 [pdf, ps, other]

Title: The oracle property of the generalized outcome adaptive lasso

Authors: Ismaïla Baldé

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[12]  arXiv:2310.00261 [pdf, other]

Title: A physics and data co-driven surrogate modeling method for high-dimensional rare event simulation

Authors: Jianhua Xian, Ziqi Wang

Subjects: Computation (stat.CO); Applications (stat.AP)

[13]  arXiv:2310.00300 [pdf, ps, other]

Title: An Easy Rejection Sampling Baseline via Gradient Refined Proposals

Authors: Edward Raff, Mark McLean, James Holt

Comments: To appear in the 26th European Conference on Artificial Intelligence ECAI 2023

Subjects: Computation (stat.CO)

[14]  arXiv:2310.00327 [pdf, other]

Title: Memorization with neural nets: going beyond the worst case

Authors: Sjoerd Dirksen, Patrick Finke, Martin Genzel

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)

[15]  arXiv:2310.00356 [pdf, other]

Title: Inference on volatility estimation with missing data: a functional data approach

Authors: Abdelbasset Djeniah, Mohamed Chaouch, Amina Angelika Bouchentouf

Subjects: Methodology (stat.ME)

[16]  arXiv:2310.00417 [pdf, ps, other]

Title: Teaching at the Intersection of Social Justice, Ethics, and the ASA Ethical Guidelines for Statistical Practice

Authors: Rochelle E Tractenberg

Comments: 13 pages; 3 tables; 2 figures. To appear (verbatim) in Proceedings of 2023 JSM, Toronto Canada

Subjects: Applications (stat.AP); Computers and Society (cs.CY)

[17]  arXiv:2310.00443 [pdf, ps, other]

Title: The objective function equality property of infoGAN for two-layer network

Authors: Mahmud Hasan

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[18]  arXiv:2310.00445 [pdf, ps, other]

Title: A Note on Minimax Robustness of Designs Against Correlated or Heteroscedastic Responses

Authors: Douglas P. Wiens

Subjects: Statistics Theory (math.ST)

[19]  arXiv:2310.00532 [pdf, other]

Title: Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference

Authors: Licong Lin, Mufang Ying, Suvrojit Ghosh, Koulik Khamaru, Cun-Hui Zhang

Comments: This paper is accepted at NeurIPS 2023

Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG)

[20]  arXiv:2310.00539 [pdf, other]

Title: Thompson Exploration with Best Challenger Rule in Best Arm Identification

Authors: Jongyeong Lee, Junya Honda, Masashi Sugiyama

Comments: TBA ACML2023, 49pages

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[21]  arXiv:2310.00541 [pdf, other]

Title: Robust Nonparametric Hypothesis Testing to Understand Variability in Training Neural Networks

Authors: Sinjini Banerjee, Reilly Cannon, Tim Marrinan, Tony Chiang, Anand D. Sarwate

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[22]  arXiv:2310.00554 [pdf, other]

Title: Detecting rare and weak deviations of non-proportional hazard in survival analysis

Authors: Ben Galili, Alon Kipnis, Zohar Yakhini

Comments: Part of this work was presented at JSM 2023

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[23]  arXiv:2310.00561 [pdf, other]

Title: CausalGPS: An R Package for Causal Inference With Continuous Exposures

Authors: Naeem Khoshnevis, Xiao Wu, Danielle Braun

Comments: 22 pages, 8 figures

Subjects: Computation (stat.CO); Mathematical Software (cs.MS); Econometrics (econ.EM)

[24]  arXiv:2310.00562 [pdf, other]

Title: Discrete Choice Multi-Armed Bandits

Authors: Emerson Melo, David Müller

Subjects: Machine Learning (stat.ML); Computer Science and Game Theory (cs.GT); Machine Learning (cs.LG)

[25]  arXiv:2310.00617 [pdf, other]

Title: Nonparametric priors with full-range borrowing of information

Authors: Filippo Ascolani, Beatrice Franzolini, Antonio Lijoi, Igor Prünster

Subjects: Methodology (stat.ME); Probability (math.PR); Statistics Theory (math.ST)