Projects per year
Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Markov Chain Monte Carlo
Mathematics
Greyhound
Agriculture & Biology
Markov chain
Mathematics
Gibbs Sampler
Mathematics
Horses
Medicine & Life Sciences
Dogs
Medicine & Life Sciences
Functional Magnetic Resonance Imaging
Mathematics
Geometric Ergodicity
Mathematics
Network
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Projects 2008 2024
NRT-WOU: Research Training Opportunities in the Nascent Field of Multi-Messenger Astrophysics
Mandic, V., Boley, D. L., Haupt, J. D., Jones, G. & Scarlata, C. M.
9/1/19 → 8/31/24
Project: Research project
Research
Building a Theoretical & Methodological Framework for Hi
7/1/13 → 6/30/16
Project: Research project
Markov chain Monte Carlo
Markov Chain Monte Carlo
Output
Research Output 2000 2019
Bayesian longitudinal spectral estimation with application to resting-state fMRI data analysis
Dai, N., Jones, G. & Fiecas, M., Jan 1 2019, In : Econometrics and Statistics.Research output: Contribution to journal › Article
Spectral Estimation
Functional Magnetic Resonance Imaging
Data analysis
Fluctuations
Neuroimaging
4
Citations
(Scopus)
Multivariate output analysis for Markov chain Monte Carlo
Vats, D., Flegal, J. M. & Jones, G., Jan 1 2019, In : Biometrika. 106, 2, p. 321-337 17 p., asz002.Research output: Contribution to journal › Article
Markov Chains
Markov Chain Monte Carlo
Markov processes
Multivariate Analysis
Effective Sample Size
1
Citation
(Scopus)
Bayesian spatiotemporal modeling using hierarchical spatial priors, with applications to functional magnetic resonance imaging (with discussion)
Bezener, M., Hughes, J. & Jones, G., Jan 1 2018, In : Bayesian Analysis. 13, 4, p. 1261-1313 53 p.Research output: Contribution to journal › Article
Open Access
Spatio-temporal Modeling
Bayesian Modeling
Functional Magnetic Resonance Imaging
Voxel
Hierarchical Prior
4
Citations
(Scopus)
Strong consistency of multivariate spectral variance estimators in Markov chain Monte Carlo
Vats, D., Flegal, J. M. & Jones, G., Aug 1 2018, In : Bernoulli. 24, 3, p. 1860-1909 50 p.Research output: Contribution to journal › Article
Strong Consistency
Variance Estimator
Markov Chain Monte Carlo
Vector Autoregressive Process
Asymptotic Covariance Matrix
6
Citations
(Scopus)
Multivariate initial sequence estimators in Markov chain Monte Carlo
Dai, N. & Jones, G., Jul 1 2017, In : Journal of Multivariate Analysis. 159, p. 184-199 16 p.Research output: Contribution to journal › Article
Covariance matrix
Markov Chain Monte Carlo
Markov processes
Estimator
Normal distribution