Galin Jones

Galin Jones

University of Minnesota-Twin Cities

H-index: 28

North America-United States

About Galin Jones

Galin Jones, With an exceptional h-index of 28 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Minnesota-Twin Cities, specializes in the field of Markov Chain Monte Carlo, Computational Statistics, Mathematical Statistics, Neuroimaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

Convergence analysis of data augmentation algorithms for Bayesian robust multivariate linear regression with incomplete data

Bayesian variable selection for matrix autoregressive models

Exact convergence analysis for metropolis–hastings independence samplers in Wasserstein distances

Explicit Constraints on the Geometric Rate of Convergence of Random Walk Metropolis-Hastings

Hierarchical Bayesian method for constraining the neutron star equation of state with an ensemble of binary neutron star postmerger remnants

One data set, many analysts: Implications for practicing scientists

Needle in a Bayes Stack: a Hierarchical Bayesian Method for Constraining the Neutron Star Equation of State with an Ensemble of Binary Neutron Star Post-merger Remnants

Convergence rates of two-component MCMC samplers

Galin Jones Information

University

Position

School of Statistics

Citations(all)

7326

Citations(since 2020)

3528

Cited By

5255

hIndex(all)

28

hIndex(since 2020)

21

i10Index(all)

41

i10Index(since 2020)

33

Email

University Profile Page

University of Minnesota-Twin Cities

Google Scholar

View Google Scholar Profile

Galin Jones Skills & Research Interests

Markov Chain Monte Carlo

Computational Statistics

Mathematical Statistics

Neuroimaging

Top articles of Galin Jones

Title

Journal

Author(s)

Publication Date

Convergence analysis of data augmentation algorithms for Bayesian robust multivariate linear regression with incomplete data

Journal of Multivariate Analysis

Haoxiang Li

Qian Qin

Galin L Jones

2024/7/1

Bayesian variable selection for matrix autoregressive models

Statistics and Computing

Alessandro Celani

Paolo Pagnottoni

Galin Jones

2024/4

Exact convergence analysis for metropolis–hastings independence samplers in Wasserstein distances

Journal of Applied Probability

Austin Brown

Galin L Jones

2024/3

Explicit Constraints on the Geometric Rate of Convergence of Random Walk Metropolis-Hastings

arXiv preprint arXiv:2307.11644

Riddhiman Bhattacharya

Galin L Jones

2023/7/21

Hierarchical Bayesian method for constraining the neutron star equation of state with an ensemble of binary neutron star postmerger remnants

Physical Review D

Alexander W Criswell

Jesse Miller

Noah Woldemariam

Theodoros Soultanis

Andreas Bauswein

...

2023/2/22

One data set, many analysts: Implications for practicing scientists

Frontiers in Psychology

Erich Kummerfeld

Galin L Jones

2023/2/14

Needle in a Bayes Stack: a Hierarchical Bayesian Method for Constraining the Neutron Star Equation of State with an Ensemble of Binary Neutron Star Post-merger Remnants

American Astronomical Society Meeting Abstracts

Alexander Criswell

Jesse Miller

Noah Woldemarium

Theodoros Soultanis

Andreas Bauswein

...

2023/1

Convergence rates of two-component MCMC samplers

Bernoulli

Qian Qin

Galin L Jones

2022/5

Markov chain Monte Carlo in practice

Julian Stander

1997/1/1

Lower Bounds on the Rate of Convergence for Accept-Reject-Based Markov Chains

arXiv preprint arXiv:2212.05955

Austin Brown

Galin L Jones

2022/12/12

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

Stat

Christina Knudson

Sydney Benson

Charles Geyer

Galin Jones

2021/12

Discussion: What Is a Replication?

Samuel C Fletcher

Galin Jones

Alexander Rothman

2021/7/21

A Bayesian latent spatial model for mapping the cortical signature of progression to Alzheimer's disease

Canadian Journal of Statistics

Ning Dai

Hakmook Kang

Galin L Jones

Mark B Fiecas

Alzheimer's Disease Neuroimaging Initiative

2021/3

Fully Bayesian Penalized Regression with a Generalized Bridge Prior

Ding Xiang

2020

Analyzing Markov chain Monte Carlo output

Dootika Vats

Nathan Robertson

James M Flegal

Galin L Jones

2020/7

Bayesian longitudinal spectral estimation with application to resting-state fMRI data analysis

Econometrics and Statistics

Ning Dai

Galin L Jones

Mark Fiecas

2020/7/1

Coefficients of (inverse) unitary cyclotomic polynomials

Kodai Mathematical Journal

Greyson Jones

Kester PI

Lilit Martirosyan

Pieter Moree

László Tóth

...

2020/6/30

Consistent maximum likelihood estimation using subsets with applications to multivariate mixed models

Karl Oskar Ekvall

Galin L Jones

2020/4/1

Supplement to “Consistent maximum likelihood estimation using subsets with applications to multivariate mixed models.”

Karl Oskar Ekvall

Galin L Jones

2020

Assessing and visualizing simultaneous simulation error

Journal of Computational and Graphical Statistics

Nathan Robertson

James M Flegal

Dootika Vats

Galin L Jones

2020

See List of Professors in Galin Jones University(University of Minnesota-Twin Cities)

Co-Authors

H-index: 129
Andrew Gelman

Andrew Gelman

Columbia University in the City of New York

H-index: 119
John R. Speakman

John R. Speakman

University of Aberdeen

H-index: 67
Brian Caffo

Brian Caffo

Johns Hopkins University

H-index: 54
Jeffrey S. Rosenthal

Jeffrey S. Rosenthal

University of Toronto

H-index: 45
Susan Bassett

Susan Bassett

Johns Hopkins University

H-index: 36
Wolfgang Jank

Wolfgang Jank

University of South Florida

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