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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

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Projects 2008 2024

Research Output 2000 2019

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

Covariance matrix
Markov Chain Monte Carlo
Markov processes
Estimator
Normal distribution