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ISSN: 2333-9721
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Statistics

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主页: http://arxiv.org/archive/stat

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On the properties of variational approximations of Gibbs posteriors

Pierre Alquier,James Ridgway,Nicolas Chopin

Fast calculation of boundary crossing probabilities for Poisson processes

Amit Moscovich-Eiger,Boaz Nadler

robumeta: An R-package for robust variance estimation in meta-analysis

Zachary Fisher,Elizabeth Tipton

Interpretable Priors for Hyperparameters for Gaussian Random Fields

Geir-Arne Fuglstad,Daniel Simpson,Finn Lindgren,H？vard Rue

Scalable Bayesian Inference for the Inverse Temperature of a Hidden Potts Model

Matthew T. Moores,Anthony N. Pettitt,Kerrie Mengersen

Improving the INLA approach for approximate Bayesian inference for latent Gaussian models

Egil Ferkingstad,H？vard Rue

Multilevel Sequential Monte Carlo Samplers

Alexandros Beskos,Ajay Jasra,Kody Law,Raul Tempone,Yan Zhou

Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees

Fran？ois-Xavier Briol,Chris J. Oates,Mark Girolami,Michael A. Osborne

Stability of Noisy Metropolis-Hastings

Felipe J. Medina-Aguayo,Anthony Lee,Gareth O. Roberts

Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes

Ryan Giordano,Tamara Broderick,Michael Jordan

Penalty, Shrinkage, and Preliminary Test Estimators under Full Model Hypothesis

Enayetur Raheem,A. K. Md. Ehsanes Saleh

Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering

Justin Eldridge,Mikhail Belkin,Yusu Wang

Analysis of the ensemble Kalman filter for marginal and joint posteriors

Matthias Morzfeld,Daniel Hodyss

Mixtures of Multivariate Power Exponential Distributions

Utkarsh J. Dang,Ryan P. Browne,Paul D. McNicholas

Fast sampling with Gaussian scale-mixture priors in high-dimensional regression

Anirban Bhattacharya,Antik Chakraborty,Bani K. Mallick

A Menu-Driven Software Package of Bayesian Nonparametric (and Parametric) Mixed Models for Regression Analysis and Density Estimation

George Karabatsos

Quantized Nonparametric Estimation

Yuancheng Zhu,John Lafferty

Bayesian Model-Averaged Regularization for Gaussian Graphical Models

Zhe Liu

Novel Bernstein-like Concentration Inequalities for the Missing Mass

Bahman Yari Saeed Khanloo,Gholamreza Haffari

Minimax Optimal Rates of Estimation in High Dimensional Additive Models: Universal Phase Transition

Ming Yuan,Ding-Xuan Zhou

Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential Families

Heiko Strathmann,Dino Sejdinovic,Samuel Livingstone,Zoltan Szabo,Arthur Gretton

Locally weighted Markov chain Monte Carlo

Espen Bernton,Shihao Yang,Yang Chen,Neil Shephard,Jun S. Liu

Local Expectation Gradients for Doubly Stochastic Variational Inference

Michalis K. Titsias

Feature selection and classification of high-dimensional normal vectors with possibly large number of classes

Felix Abramovich,Marianna Pensky

Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data

Yarin Gal,Yutian Chen,Zoubin Ghahramani

Mathematical understanding of detailed balance condition violation and its application to Langevin dynamics

M. Ohzeki,A. Ichiki

Improving the Gaussian Process Sparse Spectrum Approximation by Representing Uncertainty in Frequency Inputs

Yarin Gal,Richard Turner

Communication-Efficient False Discovery Rate Control via Knockoff Aggregation

Weijie Su,Junyang Qian,Linxi Liu

Optimal model-free prediction from multivariate time series

Jakob Runge,Reik V. Donner,Jürgen Kurths

On not testing the foreign-language effect: A comment on Costa, Foucart, Arnon, Aparici, and Apesteguia (2014)

Florian Wickelmaier

A Bayesian Nonparametric Utility-Based Design for Comparing Treatments to Resolve Air Leaks After Lung Surgery

Yanxun Xu,Peter F. Thall,Peter Mueller,Reza J. Mehran

Bayesian Nonparametric Kernel-Learning

Junier Oliva,Avinava Dubey,Barnabas Poczos,Jeff Schneider,Eric P. Xing

Active Authentication on Mobile Devices via Stylometry, Application Usage, Web Browsing, and GPS Location

Lex Fridman,Steven Weber,Rachel Greenstadt,Moshe Kam

Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization

Yipeng Liu,Maarten De Vos,Sabine Van Huffel

Of Quantiles and Expectiles: Consistent Scoring Functions, Choquet Representations, and Forecast Rankings

Werner Ehm,Tilmann Gneiting,Alexander Jordan,Fabian Krüger

A Parzen-based distance between probability measures as an alternative of summary statistics in Approximate Bayesian Computation

Carlos D. Zuluaga,Edgar A. Valencia,Mauricio A. álvarez

Partial Information Framework: Aggregating Estimates from Diverse Information Sources

Ville A. Satop？？,Shane T. Jensen,Robin Pemantle,Lyle H. Ungar

A Heuristic Reference Recursive Recipe for the Menacing Problem of Adaptively Tuning the Kalman Filter Statistics. Part-2. Real Data Studies

Shyam Mohan M,Naren Naik,R. M. O. Gemson,M. R. Ananthasayanam

Bootstrap based uncertainty bands for prediction in functional kriging

Maria Franco-Villoria,Rosaria Ignaccolo

Light and Widely Applicable MCMC: Approximate Bayesian Inference for Large Datasets

Florian Maire,Nial Friel,Pierre Alquier

Bootstrap Tests on High Dimensional Covariance Matrices with Applications to Understanding Gene Clustering

Jinyuan Chang,Wen Zhou,Wen-Xin Zhou

Statistical Properties of Convex Clustering

Kean Ming Tan,Daniela Witten

Uniform Convergence of Multivariate Spectral Density Estimates

Wei Biao Wu,Paolo Zaffaroni

Asymptotics and statistical inferences on independent and non-identically distributed bivariate Gaussian triangular arrays

Xin Liao,Zuoxiang Peng

Bayesian Indirect Inference Using a Parametric Auxiliary Model

Christopher C. Drovandi,Anthony N. Pettitt,Anthony Lee

Combining Survival Trials Using Aggregate Data Based on Misspecified Models

Tinghui Yu,Yabing Mai,Sherry Liu,Xiaofei Hu

On existence of a change in mean of functional data

Buddhananda Banerjee,Satyaki Mazumder

Spatial autocorrelation approaches to testing residuals from least squares regression

Yanguang Chen

Replication, Communication, and the Population Dynamics of Scientific Discovery

Richard McElreath,Paul E. Smaldino

Bayesian cluster analysis: Point estimation and credible balls

Sara Wade,Zoubin Ghahramani

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