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Statistics Theory

Authors and titles for recent submissions

[ total of 23 entries: 1-23 ]
[ showing up to 25 entries per page: fewer | more ]

Thu, 22 Feb 2018

[1]  arXiv:1802.07696 [pdf, other]
Title: A likelihood ratio approach to sequential change point detection
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[2]  arXiv:1802.07617 [pdf, other]
Title: Convergence rates for smooth k-means change-point detection
Authors: Aurélie Fischer (LPSM), Dominique Picard (LPSM)
Subjects: Statistics Theory (math.ST)
[3]  arXiv:1802.07613 [pdf, ps, other]
Title: About Kendall's regression
Comments: 60 pages, 7 figures
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[4]  arXiv:1802.07309 [pdf, ps, other]
Title: Detection limits in the high-dimensional spiked rectangular model
Comments: 27 pages
Subjects: Statistics Theory (math.ST); Probability (math.PR); Machine Learning (stat.ML)

Wed, 21 Feb 2018

[5]  arXiv:1802.06969 [pdf, other]
Title: Geometry of Discrete Copulas
Subjects: Statistics Theory (math.ST)

Tue, 20 Feb 2018

[6]  arXiv:1802.06308 [pdf, other]
Title: Nonparametric Testing under Random Projection
Subjects: Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)
[7]  arXiv:1802.06279 [pdf, ps, other]
Title: Statistical Reasoning: Choosing and Checking the Ingredients, Inferences Based on a Measure of Statistical Evidence with Some Applications
Subjects: Statistics Theory (math.ST)
[8]  arXiv:1802.06248 [pdf, ps, other]
Title: Geometric ergodicity of Polya-Gamma Gibbs sampler for Bayesian logistic regression with a flat prior
Comments: 16 pages
Subjects: Statistics Theory (math.ST)
[9]  arXiv:1802.06190 [pdf, ps, other]
Title: Tests about R multivariate simple linear models
Comments: 14 pages
Subjects: Statistics Theory (math.ST)
[10]  arXiv:1802.06186 [pdf, ps, other]
Title: Optimal Single Sample Tests for Structured versus Unstructured Network Data
Comments: 35 pages
Subjects: Statistics Theory (math.ST); Learning (cs.LG); Probability (math.PR)
[11]  arXiv:1802.06173 [pdf, ps, other]
Title: Matrix variate Birnbaum-Saunders distribution under elliptical models
Comments: 13 pages
Subjects: Statistics Theory (math.ST)
[12]  arXiv:1802.06715 (cross-list from stat.ME) [pdf, ps, other]
Title: Univariate and Bivariate Geometric Discrete Generalized Exponential Distributions
Comments: arXiv admin note: text overlap with arXiv:1701.03569
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Applications (stat.AP)
[13]  arXiv:1802.06310 (cross-list from stat.ME) [pdf, other]
Title: Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions
Comments: 18 pages, 7 figures
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Applications (stat.AP)
[14]  arXiv:1802.06292 (cross-list from stat.ML) [pdf, other]
Title: Nonparametric estimation of low rank matrix valued function
Authors: Fan Zhou
Subjects: Machine Learning (stat.ML); Learning (cs.LG); Statistics Theory (math.ST)
[15]  arXiv:1802.06093 (cross-list from cs.LG) [pdf, ps, other]
Title: Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks
Subjects: Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC); Statistics Theory (math.ST); Machine Learning (stat.ML)

Mon, 19 Feb 2018

[16]  arXiv:1802.06054 [pdf, other]
Title: Learning Patterns for Detection with Multiscale Scan Statistics
Authors: James Sharpnack
Subjects: Statistics Theory (math.ST); Information Theory (cs.IT); Methodology (stat.ME)
[17]  arXiv:1802.05975 [pdf, other]
Title: Nonparametric Bayesian estimation of multivariate Hawkes processes
Authors: Judith Rousseau, Sophie Donnet (MIA-Paris), Vincent Rivoirard (LPMA)
Subjects: Statistics Theory (math.ST)
[18]  arXiv:1802.05801 [pdf, ps, other]
Title: A Model Free Perspective for Linear Regression: Uniform-in-model Bounds for Post Selection Inference
Subjects: Statistics Theory (math.ST)

Fri, 16 Feb 2018

[19]  arXiv:1802.05650 [pdf, other]
Title: Ranks and Pseudo-Ranks - Paradoxical Results of Rank Tests -
Comments: 19 pages, 0 figures
Subjects: Statistics Theory (math.ST)
[20]  arXiv:1802.05635 [pdf, ps, other]
Title: Nonparametric Bayesian posterior contraction rates for scalar diffusions with high-frequency data
Authors: Kweku Abraham
Subjects: Statistics Theory (math.ST)
[21]  arXiv:1802.05339 (cross-list from physics.data-an) [pdf, other]
Title: Two- and Multi-dimensional Curve Fitting using Bayesian Inference
Subjects: Data Analysis, Statistics and Probability (physics.data-an); Instrumentation and Methods for Astrophysics (astro-ph.IM); Statistics Theory (math.ST)
[22]  arXiv:1802.05333 (cross-list from econ.EM) [pdf, ps, other]
Title: Bootstrap-Assisted Unit Root Testing With Piecewise Locally Stationary Errors
Comments: This paper has been accepted for publication and will appear in a revised form, subsequent to editorial input by Cambridge University Press, in Econometric Theory
Subjects: Econometrics (econ.EM); Statistics Theory (math.ST)
[23]  arXiv:1705.01166 (cross-list from physics.data-an) [pdf, other]
Title: Maximizing the information learned from finite data selects a simple model
Comments: 9 pages, 8 figures. v3 has improved discussion and adds an appendix about MDL and Bayes factors, and matches version to appear in PNAS (modulo comma placement). Title changed from "Rational Ignorance: Simpler Models Learn More Information from Finite Data"
Journal-ref: PNAS February 2018
Subjects: Data Analysis, Statistics and Probability (physics.data-an); Statistical Mechanics (cond-mat.stat-mech); Information Theory (cs.IT); Statistics Theory (math.ST); Machine Learning (stat.ML)
[ total of 23 entries: 1-23 ]
[ showing up to 25 entries per page: fewer | more ]

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