Statistics Theory

Authors and titles for math.ST in Jun 2019

[1]  arXiv:1906.00193 [pdf, ps, other]

Title: A mean-field limit for certain deep neural networks

Authors: Dyego Araújo, Roberto I. Oliveira, Daniel Yukimura

Comments: 79 pages and 2 figures

Subjects: Statistics Theory (math.ST); Disordered Systems and Neural Networks (cond-mat.dis-nn); Probability (math.PR)

[2]  arXiv:1906.00211 [pdf, ps, other]

Title: Multi-reference factor analysis: low-rank covariance estimation under unknown translations

Authors: Boris Landa, Yoel Shkolnisky

Subjects: Statistics Theory (math.ST); Data Structures and Algorithms (cs.DS); Information Theory (cs.IT)

[3]  arXiv:1906.00456 [pdf, other]

Title: On Testing for Parameters in Ising Models

Authors: Rajarshi Mukherjee, Gourab Ray

Comments: 28 pages, 2 figures

Subjects: Statistics Theory (math.ST)

[4]  arXiv:1906.00464 [pdf, other]

Title: Operator-theoretic framework for forecasting nonlinear time series with kernel analog techniques

Authors: Romeo Alexander, Dimitrios Giannakis

Comments: 34 pages, 8 figures

Subjects: Statistics Theory (math.ST); Data Analysis, Statistics and Probability (physics.data-an)

[5]  arXiv:1906.00723 [pdf, other]

Title: Semiparametric Analysis of the Proportional Likelihood Ratio Model and Omnibus Estimation Procedure

Authors: Yair Goldberg, Malka Gorfine

Comments: The paper includes a correction to an error in the proof of Theorem 3. It also discusses the connection between the model of Luo & Tsai (2012) and the proportional odds model discussed by Liang and Qin (2000), Chen (2003,2007), and Tchetgen Tchetgen et al.(2010)

Subjects: Statistics Theory (math.ST)

[6]  arXiv:1906.00752 [pdf, other]

Title: A test against trend in random sequences

Authors: Peter Lindqvist

Comments: This is essentially a revision of REPORT-MAT-A234, Helsinki University of Technology 1986. (Some details are from REPORT-MAT-A131 (1978).)

Subjects: Statistics Theory (math.ST)

[7]  arXiv:1906.00875 [pdf, other]

Title: Asymptotic Properties of Neural Network Sieve Estimators

Authors: Xiaoxi Shen, Chang Jiang, Lyudmila Sakhanenko, Qing Lu

Subjects: Statistics Theory (math.ST)

[8]  arXiv:1906.01139 [pdf, other]

Title: On the number of variables to use in principal component regression

Authors: Ji Xu, Daniel Hsu

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

[9]  arXiv:1906.01204 [pdf, other]

Title: Robust Mean Estimation with the Bayesian Median of Means

Authors: Paulo Orenstein

Comments: 54 pages, 16 figures

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

[10]  arXiv:1906.01302 [pdf, ps, other]

Title: Inference robust to outliers with l1-norm penalization

Authors: Jad Beyhum (UT1, TSE)

Subjects: Statistics Theory (math.ST)

[11]  arXiv:1906.01614 [pdf, ps, other]

Title: Confidence Regions in Wasserstein Distributionally Robust Estimation

Authors: Jose Blanchet, Karthyek Murthy, Nian Si

Subjects: Statistics Theory (math.ST); Optimization and Control (math.OC); Machine Learning (stat.ML)

[12]  arXiv:1906.01850 [pdf, other]

Title: On Testing Marginal versus Conditional Independence

Authors: F. Richard Guo, Thomas S. Richardson

Comments: Revisions and updated references

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

[13]  arXiv:1906.02158 [pdf, ps, other]

Title: Locally optimal designs for generalized linear models within the family of Kiefer $Φ_k$-criteria

Authors: Osama Idais

Comments: 14 pages

Subjects: Statistics Theory (math.ST)

[14]  arXiv:1906.02196 [pdf, other]

Title: A novel characterization and new simple tests of multivariate independence using copulas

Authors: José M. González-Barrios, Eduardo Gutiérrez-Peña, Juan D. Nieves, Raúl Rueda

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

[15]  arXiv:1906.02272 [pdf, ps, other]

Title: Robustness and Tractability for Non-convex M-estimators

Authors: Ruizhi Zhang, Yajun Mei, Jianjun Shi, Huan Xu

Subjects: Statistics Theory (math.ST)

[16]  arXiv:1906.02389 [pdf, other]

Title: Enhancing Multi-model Inference with Natural Selection

Authors: Ching-Wei Cheng, Guang Cheng

Subjects: Statistics Theory (math.ST)

[17]  arXiv:1906.02493 [pdf, other]

Title: Estimation and imputation in Probabilistic Principal Component Analysis with Missing Not At Random data

Authors: Aude Sportisse (LPSM (UMR\_8001)), Claire Boyer (LPSM (UMR\_8001), DMA), Julie Josse (CMAP)

Subjects: Statistics Theory (math.ST)

[18]  arXiv:1906.02733 [pdf, ps, other]

Title: On the definition of informative vs. ignorable nuisance process

Authors: Daniel Bonnery, Joseph Sedransk

Subjects: Statistics Theory (math.ST)

[19]  arXiv:1906.02830 [pdf, other]

Title: Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation

Authors: Mark Bun, Thomas Steinke

Subjects: Statistics Theory (math.ST); Cryptography and Security (cs.CR); Data Structures and Algorithms (cs.DS)

[20]  arXiv:1906.02838 [pdf, other]

Title: From Blackwell Dominance in Large Samples to Renyi Divergences and Back Again

Authors: Xiaosheng Mu, Luciano Pomatto, Philipp Strack, Omer Tamuz

Comments: 57 pages

Subjects: Statistics Theory (math.ST); Theoretical Economics (econ.TH); Probability (math.PR)

[21]  arXiv:1906.02903 [pdf, other]

Title: Transfer Learning for Nonparametric Classification: Minimax Rate and Adaptive Classifier

Authors: T. Tony Cai, Hongji Wei

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

[22]  arXiv:1906.02996 [pdf, other]

Title: Nonparametric volatility change detection

Authors: Maria Mohr, Natalie Neumeyer

Comments: 20 pages, 1 figure, 2 tables

Subjects: Statistics Theory (math.ST)

[23]  arXiv:1906.03058 [pdf, ps, other]

Title: Robust subgaussian estimation of a mean vector in nearly linear time

Authors: Jules Depersin, Guillaume Lecué

Subjects: Statistics Theory (math.ST); Optimization and Control (math.OC)

[24]  arXiv:1906.03179 [pdf, other]

Title: Correlation bounds, mixing and m-dependence under random time-varying network distances with an application to Cox-Processes

Authors: Alexander Kreiss

Subjects: Statistics Theory (math.ST)

[25]  arXiv:1906.03225 [pdf, other]

Title: A new approach for open-end sequential change point monitoring

Authors: Josua Gösmann, Tobias Kley, Holger Dette

Comments: 31 pages, 5 figures; online appendix (20 pages)

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