Linking physics and spatial statistics: A new family of Boltzmann-Gibbs random fields

Denis Allard; Dionisios T. Hristopulos; Thomas Opitz

doi:10.1214/21-ejs1879

Linking physics and spatial statistics: A new family of Boltzmann-Gibbs random fields

Electronic Journal of Statistics ◽

10.1214/21-ejs1879 ◽

2021 ◽

Vol 15 (2) ◽

Author(s):

Denis Allard ◽

Dionisios T. Hristopulos ◽

Thomas Opitz

Keyword(s):

Spatial Statistics ◽

Random Fields ◽

New Family ◽

Gibbs Random Fields

Evidence and Bayes Factor Estimation for Gibbs Random Fields

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2013.778780 ◽

2013 ◽

Vol 22 (3) ◽

pp. 518-532 ◽

Cited By ~ 11

Author(s):

Nial Friel

Keyword(s):

Random Fields ◽

Bayes Factor ◽

Factor Estimation ◽

Gibbs Random Fields

Large deviations and consistent estimates for Gibbs random fields

Proceedings of 1994 Workshop on Information Theory and Statistics ◽

10.1109/wits.1994.513876 ◽

2002 ◽

Author(s):

F. Comets

Keyword(s):

Large Deviations ◽

Random Fields ◽

Gibbs Random Fields

A central limit theorem for lattice gauge gibbs random fields

Acta Mathematicae Applicatae Sinica English Series ◽

10.1007/bf02006122 ◽

1994 ◽

Vol 10 (2) ◽

pp. 223-224

Author(s):

Dongqing Chen

Keyword(s):

Central Limit Theorem ◽

Limit Theorem ◽

Central Limit ◽

Random Fields ◽

Lattice Gauge ◽

Gibbs Random Fields

A new approach to parameter estimation for Gibbs random fields

10.1109/icassp.1985.1168296 ◽

2005 ◽

Cited By ~ 3

Author(s):

H. Derin ◽

H. Elliott ◽

J. Kuang

Keyword(s):

Parameter Estimation ◽

Random Fields ◽

New Approach ◽

Gibbs Random Fields

Gibbs random fields on a lattice: Definitions, existence, uniqueness, and phase transitions (a review of proceedings of the seminar on statistical physics at the faculty of mechanics and mathematics of the Moscow state university in 1962–1994)

Journal of Communications Technology and Electronics ◽

10.1134/s106422691406014x ◽

2014 ◽

Vol 59 (6) ◽

pp. 576-594

Author(s):

R. A. Minlos ◽

E. A. Pecherskii ◽

S. A. Pirogov

Keyword(s):

Phase Transitions ◽

Random Fields ◽

Statistical Physics ◽

State University ◽

And Mathematics ◽

Moscow State University ◽

Gibbs Random Fields

An efficient estimator for Gibbs random fields

Kybernetika ◽

10.14736/kyb-2014-6-0883 ◽

2014 ◽

pp. 883-895

Author(s):

Martin Janžura

Keyword(s):

Random Fields ◽

Efficient Estimator ◽

Gibbs Random Fields

Importance Sampling for Gibbs Random Fields

The Annals of Applied Probability ◽

10.1214/aoap/1177005372 ◽

1993 ◽

Vol 3 (3) ◽

pp. 914-933 ◽

Cited By ~ 4

Author(s):

Paolo Baldi ◽

Arnoldo Frigessi ◽

Mauro Piccioni

Keyword(s):

Importance Sampling ◽

Random Fields ◽

Gibbs Random Fields

ABC methods for model choice in Gibbs random fields

Comptes Rendus Mathematique ◽

10.1016/j.crma.2008.12.009 ◽

2009 ◽

Vol 347 (3-4) ◽

pp. 205-210 ◽

Cited By ~ 7

Author(s):

Aude Grelaud ◽

Christian P. Robert ◽

Jean-Michel Marin

Keyword(s):

Random Fields ◽

Model Choice ◽

Gibbs Random Fields ◽

Abc Methods

Large deviations for Gibbs random fields

Russian Mathematical Surveys ◽

10.1070/rm1981v036n02abeh002626 ◽

1981 ◽

Vol 36 (2) ◽

pp. 193-194

Author(s):

S K Pogosyan

Keyword(s):

Large Deviations ◽

Random Fields ◽

Gibbs Random Fields

Morphologically constrained Gibbs random fields

Proceedings of International Conference on Image Processing ◽

10.1109/icip.1997.638630 ◽

2002 ◽

Author(s):

K. Sivakumar ◽

J. Goutsias

Keyword(s):

Random Fields ◽

Gibbs Random Fields