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Methodology

Authors and titles for recent submissions

[ total of 32 entries: 1-25 | 26-32 ]
[ showing 25 entries per page: fewer | more | all ]

Thu, 23 Nov 2017

[1]  arXiv:1711.08360 [pdf, ps, other]
Title: Information sensitivity functions to assess parameter information gain and identifiability of dynamical systems
Authors: Sanjay Pant
Subjects: Methodology (stat.ME)
[2]  arXiv:1711.08265 [pdf, other]
Title: Sparse Variable Selection on High Dimensional Heterogeneous Data with Tree Structured Responses
Subjects: Methodology (stat.ME)
[3]  arXiv:1711.08147 [pdf, other]
Title: Familywise Error Rate Controlling Procedures for Discrete Data
Authors: Yalin Zhu, Wenge Guo
Comments: 29 pages, 4 figures
Subjects: Methodology (stat.ME)
[4]  arXiv:1711.08129 [pdf, other]
Title: PULasso: High-dimensional variable selection with presence-only data
Subjects: Methodology (stat.ME)
[5]  arXiv:1711.08077 [pdf, other]
Title: Modeling and emulation of nonstationary Gaussian fields
Comments: 32 pages total, 10 figures
Subjects: Methodology (stat.ME)
[6]  arXiv:1711.08411 (cross-list from math.ST) [pdf, other]
Title: An Orthogonally Equivariant Estimator of the Covariance Matrix in High Dimensions and Small Sample Size
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

Wed, 22 Nov 2017

[7]  arXiv:1711.07748 [pdf, other]
Title: Model-based Clustering with Sparse Covariance Matrices
Subjects: Methodology (stat.ME); Computation (stat.CO)
[8]  arXiv:1711.07715 [pdf, other]
Title: Partially Observed Functional Data: The Case of Systematically Missing Parts
Subjects: Methodology (stat.ME)
[9]  arXiv:1711.07635 [pdf, other]
Title: High-Dimensional Multivariate Posterior Consistency Under Global-Local Shrinkage Priors
Authors: Ray Bai, Malay Ghosh
Comments: 43 pages, 3 tables, 1 figure
Subjects: Methodology (stat.ME)
[10]  arXiv:1711.07592 [pdf, other]
Title: Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification
Authors: Jean Feng, Noah Simon
Subjects: Methodology (stat.ME); Machine Learning (stat.ML)
[11]  arXiv:1711.07518 [pdf, ps, other]
Title: Treatment Effect Quantification for Time-to-event Endpoints -- Estimands, Analysis Strategies, and beyond
Authors: Kaspar Rufibach
Comments: 30 pages
Subjects: Methodology (stat.ME)
[12]  arXiv:1711.07516 [pdf, other]
Title: Non-Gaussian Autoregressive Processes with Tukey g-and-h Transformations
Authors: Yuan Yan, Marc Genton
Subjects: Methodology (stat.ME)
[13]  arXiv:1711.07801 (cross-list from stat.AP) [pdf, other]
Title: Why "Redefining Statistical Significance" Will Not Improve Reproducibility and Could Make the Replication Crisis Worse
Authors: Harry Crane
Comments: 16 pages
Subjects: Applications (stat.AP); Methodology (stat.ME); Other Statistics (stat.OT)
[14]  arXiv:1711.05188 (cross-list from math.NA) [pdf, other]
Title: Weak convergence of Galerkin approximations for fractional elliptic stochastic PDEs with spatial white noise
Comments: 21 pages, 1 figure
Subjects: Numerical Analysis (math.NA); Methodology (stat.ME)

Tue, 21 Nov 2017

[15]  arXiv:1711.07357 [pdf, other]
Title: Joint Structural Break Detection and Parameter Estimation in High-Dimensional Non-Stationary VAR Models
Comments: arXiv admin note: substantial text overlap with arXiv:1708.02736
Subjects: Methodology (stat.ME)
[16]  arXiv:1711.07287 [pdf, other]
Title: Non-exchangeable random partition models for microclustering
Comments: 20 pages, 18 figures
Subjects: Methodology (stat.ME); Machine Learning (stat.ML)
[17]  arXiv:1711.07137 [pdf, other]
Title: Nonparametric Double Robustness
Comments: 21 pages, 3 figures, 1 table
Subjects: Methodology (stat.ME)
[18]  arXiv:1711.06999 [pdf, ps, other]
Title: A note on quadratic approximations of logistic log-likelihoods
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)
[19]  arXiv:1711.06912 [pdf, other]
Title: Optimal Stopping for Interval Estimation in Bernoulli Trials
Comments: 22 pages, 5 figures
Subjects: Methodology (stat.ME)
[20]  arXiv:1711.06746 [pdf, other]
Title: Principal Manifolds of Middles: A Framework and Estimation Procedure Using Mixture Densities
Authors: Kun Meng, Ani Eloyan
Comments: 34 pages, 6 figures
Subjects: Methodology (stat.ME)
[21]  arXiv:1711.06926 (cross-list from math.ST) [pdf, other]
Title: The Bayes Lepski's Method and Credible Bands through Volume of Tubular Neighborhoods
Comments: 42 pages, 2 figures, 1 table
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[22]  arXiv:1711.06705 (cross-list from stat.ML) [pdf, other]
Title: Principal Boundary on Riemannian Manifolds
Comments: 24 pages, 6 figures
Subjects: Machine Learning (stat.ML); Learning (cs.LG); Methodology (stat.ME)

Mon, 20 Nov 2017 (showing first 3 of 4 entries)

[23]  arXiv:1711.06642 [pdf, other]
Title: Nonparametric independence testing via mutual information
Comments: 46 pages, 2 figures
Subjects: Methodology (stat.ME); Information Theory (cs.IT); Statistics Theory (math.ST); Machine Learning (stat.ML)
[24]  arXiv:1711.06393 [pdf, other]
Title: A Unified Method for Exact Inference in Random-effects Meta-analysis via Monte Carlo Conditioning
Comments: 25 pages
Subjects: Methodology (stat.ME)
[25]  arXiv:1711.06341 [pdf, other]
Title: An Efficient Bayesian Robust Principal Component Regression
Subjects: Methodology (stat.ME)
[ total of 32 entries: 1-25 | 26-32 ]
[ showing 25 entries per page: fewer | more | all ]

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