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An algorithm for distributed Bayesian inference

JOURNAL ARTICLE published December 2022 in Stat

Research funded by National Science Foundation (DMS‐1854667/1854662) | Office of Naval Research (ONR‐BAA N000141812741)

Authors: Nariankadu D. Shyamalkumar | Sanvesh Srivastava

Bayesian inference for polycrystalline materials

JOURNAL ARTICLE published December 2021 in Stat

Authors: James Matuk | Oksana Chkrebtii | Stephen R. Niezgoda

Variational inference on a Bayesian adaptive lasso Tobit quantile regression model

JOURNAL ARTICLE published January 2023 in Stat

Authors: Zhiqiang Wang | Ying Wu | WeiLi Cheng

Bayesian bootstrap inference for the receiver operating characteristic surface

JOURNAL ARTICLE published January 2018 in Stat

Research funded by Fundação para a Ciência e a Tecnologia (UID/MAT/00006/2013)

Authors: Vanda Inácio de Carvalho | Miguel de Carvalho | Adam Branscum

Frequentist and Bayesian inference for Gaussian–log‐Gaussian wavelet trees and statistical signal processing applications

JOURNAL ARTICLE published January 2017 in Stat

Research funded by Danish Council for Independent Research | Natural Sciences (12-124675) | Mathematical and Statistical Analysis of Spatial Data (7014-00074B) | Centre for Stochastic Geometry and Advanced Bioimaging (8721)

Authors: Robert Dahl Jacobsen | Jesper Møller

An importance sampling approach for reliable and efficient inference in Bayesian ordinary differential equation models

JOURNAL ARTICLE published January 2023 in Stat

Research funded by Academy of Finland (340721,311584,328401)

Authors: Juho Timonen | Nikolas Siccha | Ben Bales | Harri Lähdesmäki | Aki Vehtari

Deep fiducial inference

JOURNAL ARTICLE published January 2020 in Stat

Research funded by Division of Information and Intelligent Systems (1633074) | Division of Mathematical Sciences (1916115) | National Institutes of Health (R01 HL129132)

Authors: Gang Li | Jan Hannig

Empirical Bayesian analysis through the lens of a particular class of constrained Bayesian hierarchical models

JOURNAL ARTICLE published December 2021 in Stat

Research funded by National Institutes of Health (1R03AG070669‐01) | National Science Foundation (SES‐1853099)

Authors: Jonathan R Bradley | Qingying Zong

Likelihood‐based inference for generalized linear mixed models: Inference with the R package glmm

JOURNAL ARTICLE published December 2021 in Stat

Research funded by Google (Summer of Code)

Authors: Christina Knudson | Sydney Benson | Charles Geyer | Galin Jones

A note on universal inference

JOURNAL ARTICLE published December 2022 in Stat

Authors: Timmy Tse | Anthony C. Davison

Statistical inference for nonparametric censored regression

JOURNAL ARTICLE published December 2021 in Stat

Research funded by Fundamental Research Funds for the Central Universities (CCNU18XJ040)

Authors: Guangcai Mao | Jing Zhang

Honest leave‐one‐out cross‐validation for estimating post‐tuning generalization error

JOURNAL ARTICLE published December 2021 in Stat

Research funded by National Science Foundation (1915‐842,2015‐120)

Authors: Boxiang Wang | Hui Zou

Fallacy of data‐selective inference in modelling networks

JOURNAL ARTICLE published December 2022 in Stat

Authors: Stefan Stein | Chenlei Leng

BRISC: bootstrap for rapid inference on spatial covariances

JOURNAL ARTICLE published January 2018 in Stat

Authors: Arkajyoti Saha | Abhirup Datta

Revisiting inference of coefficient of variation: nuisances parameters

JOURNAL ARTICLE published January 2016 in Stat

Authors: Saeid Amiri

Statistical inference on group Rasch mixture network models

JOURNAL ARTICLE published December 2022 in Stat

Research funded by National Natural Science Foundation of China (11871323)

Authors: Yuhang Long | Tao Huang

Distributed inference for degenerate U‐statistics

JOURNAL ARTICLE published January 2019 in Stat

Authors: Ernest Atta‐Asiamah | Mingao Yuan

Inference for joint quantile and expected shortfall regression

JOURNAL ARTICLE published January 2023 in Stat

Research funded by National Science Foundation (DMS‐1712760)

Authors: Xiang Peng | Huixia Judy Wang

Structural inference of time‐varying mixed graphical models

JOURNAL ARTICLE published December 2021 in Stat

Research funded by Division of Mathematical Sciences (2015481)

Authors: Qingyang Liu | Yuping Zhang | Zhengqing Ouyang

Variational inference for marginal longitudinal semiparametric regression

JOURNAL ARTICLE published December 2013 in Stat

Research funded by Australian Research Council (DP110100061)

Authors: Marianne Menictas | Matt P. Wand