Statistics Theory

Authors and titles for recent submissions

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020

Thu, 21 May 2020

[1]  arXiv:2005.10041 [pdf, other]

Title: Functional delta residuals and applications to functional effect sizes

Authors: Fabian J.E. Telschow, Samuel Davenport, Armin Schwartzman

Subjects: Statistics Theory (math.ST)

[2]  arXiv:2005.10018 [pdf, ps, other]

Title: Revisiting Concentration of Missing Mass

Authors: Maciej Skorski

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

[3]  arXiv:2005.09994 [pdf, other]

Title: Smooth Distribution Function Estimation for Lifetime Distributions using Szasz-Mirakyan Operators

Authors: Ariane Hanebeck, Bernhard Klar

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

[4]  arXiv:2005.09912 [pdf, other]

Title: Model Repair: Robust Recovery of Over-Parameterized Statistical Models

Authors: Chao Gao, John Lafferty

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

[5]  arXiv:2005.09711 [pdf, other]

Title: Inference on the Change Point in High Dimensional Dynamic Graphical Models

Authors: Abhishek Kaul, Hongjin Zhang, Konstantinos Tsampourakis

Comments: 50 pages. 2 Figures. 4 Tables

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

[6]  arXiv:2005.09669 [pdf, other]

Title: Exponential ergodicity of mirror-Langevin diffusions

Authors: Sinho Chewi, Thibaut Le Gouic, Chen Lu, Tyler Maunu, Philippe Rigollet, Austin Stromme

Comments: 27 pages, 10 figures

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

[7]  arXiv:2005.09744 (cross-list from stat.ME) [pdf, other]

Title: On a family of discrete log-symmetric distributions

Authors: Helton Saulo, Roberto Vila, Leonardo Paiva, Narayanaswamy Balakrishnan

Comments: 18 pages, 5 figures

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

[8]  arXiv:2005.09717 (cross-list from econ.EM) [pdf, other]

Title: Treatment recommendation with distributional targets

Authors: Anders Bredahl Kock, David Preinerstorfer, Bezirgen Veliyev

Comments: Treatment allocation, best treatment identification, statistical decision theory, pure exploration, nonparametric multi-armed bandits

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

[9]  arXiv:2005.09152 (cross-list from math.OC) [pdf, other]

Title: Lasso formulation of the shortest path problem

Authors: Anqi Dong, Amirhossein Taghvaei, Tryphon T. Georgiou

Comments: 17 pages

Subjects: Optimization and Control (math.OC); Statistics Theory (math.ST); Applications (stat.AP); Computation (stat.CO)

Wed, 20 May 2020

[10]  arXiv:2005.09577 [pdf, other]

Title: Increasing Domain Infill Asymptotics for Stochastic Differential Equations Driven by Fractional Brownian Motion

Authors: Trisha Maitra, Sourabh Bhattacharya

Comments: Feedback welcome

Subjects: Statistics Theory (math.ST)

[11]  arXiv:2005.09145 [pdf, other]

Title: Bootstrap prediction intervals with asymptotic conditional validity and unconditional guarantees

Authors: Yunyi Zhang, Dimitris N. Politis

Comments: 32 pages and 3 figures

Subjects: Statistics Theory (math.ST); Applications (stat.AP)

[12]  arXiv:2005.09048 [pdf, other]

Title: Stable and consistent density-based clustering

Authors: Alexander Rolle, Luis Scoccola

Comments: 30 pages, one figure

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

[13]  arXiv:2005.09235 (cross-list from stat.CO) [pdf, other]

Title: On the Theoretical Properties of Exchange Algorithm

Authors: Guanyang Wang

Comments: 33 pages, 2 figures

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

Tue, 19 May 2020 (showing first 12 of 14 entries)

[14]  arXiv:2005.08904 [pdf, ps, other]

Title: Necessary and sufficient conditions for asymptotically optimal linear prediction of random fields on compact metric spaces

Authors: Kristin Kirchner, David Bolin

Comments: 36 pages

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

[15]  arXiv:2005.08602 [pdf, other]

Title: Nested Sampling And Likelihood Plateaus

Authors: Doris Schittenhelm, Philipp Wacker

Subjects: Statistics Theory (math.ST)

[16]  arXiv:2005.08415 [pdf, ps, other]

Title: Selective Confidence Intervals for Martingale Regression Model

Authors: Ka Wai Tsang, Wei Dai

Subjects: Statistics Theory (math.ST); Other Statistics (stat.OT)

[17]  arXiv:2005.08195 [pdf, ps, other]

Title: Posterior properties of the Weibull distribution for censored data

Authors: Eduardo Ramos, Pedro L. Ramos

Subjects: Statistics Theory (math.ST)

[18]  arXiv:2005.08155 [pdf, ps, other]

Title: On loss functions and regret bounds for multi-category classification

Authors: Zhiqiang Tan, Xinwei Zhang

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

[19]  arXiv:2005.08136 [pdf, other]

Title: Truncated Self-Product Measures in Edge-Exchangeable Networks

Authors: Xinglong Li, Trevor Campbell

Subjects: Statistics Theory (math.ST)

[20]  arXiv:2005.07938 [pdf, other]

Title: Efficient quantization and weak covering of high dimensional cubes

Authors: Jack Noonan, Anatoly Zhigljavsky

Subjects: Statistics Theory (math.ST)

[21]  arXiv:2005.07927 [pdf, other]

Title: BART-based inference for Poisson processes

Authors: Stamatina Lamprinakou, Emma McCoy, Mauricio Barahona, Axel Gandy, Seth Flaxman, Sarah Filippi

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

[22]  arXiv:2005.07844 [pdf, other]

Title: Nonasymptotic Laplace approximation under model misspecification

Authors: Anirban Bhattacharya, Debdeep Pati

Comments: 23 pages

Subjects: Statistics Theory (math.ST)

[23]  arXiv:2005.08794 (cross-list from math.PR) [pdf, other]

Title: Inference on the History of a Randomly Growing Tree

Authors: Harry Crane, Min Xu

Comments: 32 pages; 6 figures; 5 tables

Subjects: Probability (math.PR); Statistics Theory (math.ST); Computation (stat.CO)

[24]  arXiv:2005.08741 (cross-list from stat.ML) [pdf, other]

Title: Sparse Methods for Automatic Relevance Determination

Authors: Samuel H. Rudy, Themistoklis P. Sapsis

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

[25]  arXiv:2005.08397 (cross-list from math.PR) [pdf, ps, other]

Title: Berry-Esséen bound for drift estimation of fractional Ornstein Uhlenbeck process of second kind

Authors: Maoudo Faramba Balde, Rachid Belfadli, Khalifa Es-Sebaiy

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

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020