School of Statistics | ||
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University of Minnesota | ||

Email: galin@umn.edu | ||

Handbook of Markov Chain Monte Carlo Edited by S. Brooks, A. Gelman, G. L. Jones and X.-L Meng.

Advances in Modern Statistical Theory and Applications: A Festschrift in honor of Morris L. Eaton Edited by G. L. Jones and X. Shen

D. Xiang and G. L. Jones. Bayesian Penalized Regression. arXiv

M. Bezener, J. Hughes, G. L. Jones. Bayesian spatiotemporal modeling using hierarchical spatial priors with applications to functional magnetic resonance imaging pdf.

M. Bezener, L. Eberly, J. Hughes,
G. L. Jones,
and D. Musgrove. Bayesian spatiotemporal modeling for detecting neuronal
activation via functional magnetic resonance
imaging. pdf. *Handbook
of Big Data Analytics*.

K.-J. Lee, G. L. Jones, B. S. Caffo
and S. Bassett. Spatial Bayesian variable selection models on functional magnetic resonance
imaging time-series data.
*Bayesian
Analysis*.
PubMed Supplemental material
pdf, pdf
and pdf

B. P. Shea and G. L. Jones. Evaluating default priors with a generalization of Eaton's Markov chain.
*Annales
de l'Institut Henri Poincaré, Probabilités et Statistiques*.
pdf

M. L. Eaton, J. P. Hobert,
G. L. Jones and W.-L. Lai. Evaluation of formal posterior distributions via
Markov chain arguments. *The Annals of Statistics.* arXiv extended version

M. L. Eaton, J. P. Hobert
and G. L. Jones. On perturbations of strongly admissible prior
distributions. *Annales
de l'Institut Henri Poincaré, Probabilités et Statistiques* pdf

B. S. Caffo,
W. Jank and G. L. Jones. Ascent-Based Monte Carlo EM. *Journal
of the Royal Statistical Society Series B*. pdf

D. Vats, J. M. Flegal and G. L. Jones. Multivariate output analysis for Markov chain Monte Carlo arXiv

N. Dai and G. L. Jones. Multivariate initial sequence estimators in Markov
chain Monte Carlo. To appear
in *Journal
of Multivariate Analysis* arXiv

D. Vats, J. M. Flegal
and G. L. Jones. Strong consistency of multivariate spectral variance
estimators in Markov chain Monte Carlo. To appear
in *Bernoulli* arXiv

A. A. Johnson and
G. L. Jones. Geometric ergodicity of random scan Gibbs samplers for
hierarchical one-way random effects models.
*Journal of Multivariate Analysis* pdf

F. Acosta, G. L. Jones, and M. Huber. Markov chain Monte Carlo with linchpin variables. pdf

C. Doss, J. M. Flegal, G. L. Jones
and R. C. Neath. Markov chain
Monte Carlo estimation of quantiles. *Electronic Journal of
Statistics *. pdf

G. L. Jones, G. O. Roberts,
and J. S. Rosenthal.
Convergence of conditional Metropolis-Hastings
samplers. *Advances
in Applied Probability*. pdf

A. A. Johnson, G. L. Jones
and R. C. Neath. Component-wise Markov chain Monte
Carlo. *Statistical
Science* pdf

A. Tan, G. L. Jones and J. P. Hobert. On the geometric ergodicity of two-variable Gibbs
samplers. *Advances in Modern Statistical Theory and
Applications: A Festschrift in honor of Morris
L. Eaton* arXiv Project Euclid

J. M. Flegal and G. L. Jones. Implementing MCMC: Estimating with
confidence. *Handbook of Markov Chain Monte
Carlo*. Paper and Sweave documentation

A. A. Johnson and G. L. Jones. Gibbs sampling for a Bayesian hierarchical general linear
model. *Electronic Journal of
Statistics *. arXiv

J. M. Flegal and G. L. Jones. Batch means and spectral variance estimators in Markov chain Monte
Carlo. *The Annals of
Statistics* arXiv

J. M. Flegal,
M. Haran, and
G. L. Jones. Markov chain Monte Carlo: Can we trust the third significant
figure? *Statistical
Science*. arXiv

G. L. Jones and A. A. Johnson. Comment: Gibbs sampling, exponential families, and orthogonal
polynomials. *Statistical
Science*. arXiv

G. L. Jones, M. Haran, B. S. Caffo and R. C. Neath. Fixed-width output
analysis for Markov chain Monte Carlo. *Journal of
the American Statistical Association*. arXiv, talk pdf.

J. P. Hobert,
G. L. Jones and C. P. Robert. Using a
Markov chain to construct a tractable approximation of an intractable
probability distribution. *Scandinavian
Journal of Statistics*. paper pdf and talk

G. L. Jones. On the Markov chain central limit theorem. *Probability Surveys.*
arXiv

G. L. Jones and J. P. Hobert. Sufficient burn-in for Gibbs samplers for a hierarchical
random effects model. *The
Annals of Statistics.* arXiv

J. P. Hobert,
G. L. Jones, B. Presnell
and J. S. Rosenthal. On the applicability of regenerative simulation in Markov
chain Monte Carlo. *Biometrika.* pdf

G. L. Jones and J. P. Hobert. Honest exploration of intractable probability distributions
via Markov chain Monte Carlo. *Statistical Science*. pdf

G. L. Jones and J. P. Hobert. Markov
chain Monte Carlo *Encyclopedia of
Environmetrics* pdf

Sobel, K., Ramsey, P., and Jones, G.L. The Professor-Librarian: Academic
librarians teacching credit-bearing courses. To appear in *Public Services Quaterly*.

Ferrer-Vincent, I. J., Bruehl, M., Pan, D. and Jones,
G. L. Introducing scientific literature to honors general chemistry
students: First-year embedded information literacy and the nature of
research. *The Journal of Chemical Education*.

McCown, J. L., Cooke, K. L., Hanel, R. M., Jones, G. L., Hill, R. C. Effect
of antivenin dose on outcome from crotalid envenomation: 218 dogs
(1988-2006). *Journal of Veterinary Emergency and Critical Care* PubMed

Hill, R. C., Burrows, C. F., Bauer, J.
E., Ellison, G. W., Finke, M. D. and Jones, G. L.
Texturized vegetable protein containing indigestible carbohydrate from
soy affects post-prandial blood insulin concentrations in normal dogs
fed high fat diets. *The Journal of Nutrition* Link

Hill, R. C., Lewis, D. D., Randell, S.
J., Scott, K. C., Omori, M., Sundstrom, D. A., Jones, G. L.,
Speakman, R. F., and Butterwick, R. F. Effect of mild
restriction of food intake on the speed of racing greyhounds.
*American Journal of Veterinary Research* PubMed

Andrew, S. E., Nguyen, A., Jones, G.
L., and Brooks, D.E. Seasonal effects on the aerobic bacterial
and fungal conjunctival flora of normal thoroughbred brood mares in
Florida. *Veterinary Opthalmology* PubMed

Colahan, P. T., Bailey, J. E., Chou,
C. C., Johnson, M., Rice, B. L., Jones, G. L., Cheeks
J.P. Effect of flunixin meglumine on selected physiologic and
performance parameters of athletically conditioned thoroughbred horses
subjected to an incremental exercise stress test. *Veterinary
Therapeutics* PubMed

Colahan, P. T., Bailey, J. E., Johnson,
M., Rice, B. L., Chou, C. C.,Cheeks J.P., Jones, G. L., Yang,
M. Effect of sulfadiazine and pyrimethamine on selected
physiologic and performance parameters in athletically conditioned
thoroughbred horses during an incremental exercise stress
test. *Veterinary Therapeutics* PubMed

Scott, K. C., Hill, R. C., Lewis, D. D.,
Gronwall, R., Sundstrom, D. A., Jones, G. L., and Harper,
J. Serum ascorbic acid concentrations in previously
unsupplemented greyhounds after administration of a single dose of
ascorbic acid intravenously or per os. *Journal of Animal
Physiology and Animal Nutrition* PubMed

Marshall, R. J., Scott, K. C., Hill, R.
C., Lewis, D. D., Sundstrom, D., Harper, J., and Jones, G.
L. Supplemental vitamin C appears to slow racing
greyhounds. *The Journal of Nutrition* PubMed

Iczkowski, K. A., Casella, G., Seppala,
R. J., Jones, G. L., Mishler, B. A., Qian, J., and Bostwick, D.
G. Needle core length in sextant biopsy influences prostate
cancer detection rate. *Urology* PubMed

Lorenzo--Figueras, M., Jones, G. L., and Merritt, A. M.
Effects of various diets on gastric tone in the proximal portion of the stomach
of horses. *American Journal of Veterinary Research* PubMed

Hill, R. C., Fox, L. E., Lewis, D. D.,
Beale, K. A., Nachreiner, R. E., Scott, K. C., Sundstrom, D. A.,
Jones, G. L., and Butterwick, R. F. The effect of racing
and training on serum thyroid hormone concentrations in racing
greyhounds. *American Journal of Veterinary Research* PubMed

M. C. Walker, R. C. Hill, W.
G. Guilford, K. C. Scott, G. L. Jones and C. D. Buergelt.
Postprandial venous ammonia concentrations in the diagnosis of
hepatobiliary disease in dogs. *Journal of Veterinary Internal
Medicine* PubMed

R. C. Hill, D. D. Lewis, K. C. Scott,
M. Omori, D. Sundstrom, G. L. Jones, J. R. Speakman, C. A. Doyle
and R. F. Butterwick. Effect of increased dietary
protein and decreased dietary carbohydrate on performance and body
composition in racing greyhounds. *American Journal of
Veterinary Research* PubMed

P. S. Snyder, D. Sadek and G. L. Jones. Effect of amlodipine on echocardiographic variables
in cats with systemic hypertension. *Journal of Veterinary
Internal Medicine* PubMed

R. C. Hill, M. S. Bloomberg,
V. Legrand-Defretin, I. H. Burger, S. M. Hillock, and G. L. Jones.
Maintenance energy requirements and the effect of diet on performance in
racing greyhounds. *American Journal of Veterinary
Research* PubMed