graphical gaussian models Latest Research Papers

Penalized composite likelihood for colored graphical Gaussian models

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11530 ◽

2021 ◽

Author(s):

Qiong Li ◽

Xiaoying Sun ◽

Nanwei Wang ◽

Xin Gao

Keyword(s):

Composite Likelihood ◽

Gaussian Models ◽

Graphical Gaussian Models ◽

Graphical Gaussian

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Using the Entropy of Non-Equilibrium Systems of Molecules to Estimate the Interaction Matrix in Graphical Gaussian Models of Omics Data

Biophysical Journal ◽

10.1016/j.bpj.2020.11.725 ◽

2021 ◽

Vol 120 (3) ◽

pp. 85a

Author(s):

Ahmad Borzou ◽

Rovshan G. Sadygov

Keyword(s):

Interaction Matrix ◽

Omics Data ◽

Gaussian Models ◽

Graphical Gaussian Models ◽

Graphical Gaussian ◽

Non Equilibrium

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Bayesian model selection approach for coloured graphical Gaussian models

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2020.1784175 ◽

2020 ◽

Vol 90 (14) ◽

pp. 2631-2654

Author(s):

Qiong Li ◽

Xin Gao ◽

Hélène Massam

Keyword(s):

Model Selection ◽

Bayesian Model ◽

Bayesian Model Selection ◽

Gaussian Models ◽

Model Selection Approach ◽

Selection Approach ◽

Graphical Gaussian Models ◽

Graphical Gaussian ◽

Bayesian Model Selection Approach

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Bayesian Inference in Graphical Gaussian Models

Handbook of Graphical Models ◽

10.1201/9780429463976-10 ◽

2018 ◽

pp. 239-264

Author(s):

Hélène Massam

Keyword(s):

Bayesian Inference ◽

Gaussian Models ◽

Graphical Gaussian Models ◽

Graphical Gaussian

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Bayesian precision and covariance matrix estimation for graphical Gaussian models with edge and vertex symmetries

Biometrika ◽

10.1093/biomet/asx084 ◽

2018 ◽

Vol 105 (2) ◽

pp. 371-388 ◽

Cited By ~ 1

Author(s):

H Massam ◽

Q Li ◽

X Gao

Keyword(s):

Covariance Matrix ◽

Covariance Matrix Estimation ◽

Gaussian Models ◽

Matrix Estimation ◽

Graphical Gaussian Models ◽

Graphical Gaussian

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Approximate Bayesian estimation in large coloured graphical Gaussian models

Canadian Journal of Statistics ◽

10.1002/cjs.11341 ◽

2017 ◽

Vol 46 (1) ◽

pp. 176-203

Author(s):

Qiong Li ◽

Xin Gao ◽

Hélène Massam

Keyword(s):

Bayesian Estimation ◽

Gaussian Models ◽

Graphical Gaussian Models ◽

Approximate Bayesian ◽

Graphical Gaussian

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An accurate test for the equality of covariance matrices from decomposable graphical Gaussian models

Canadian Journal of Statistics ◽

10.1002/cjs.11201 ◽

2014 ◽

Vol 42 (1) ◽

pp. 61-77

Author(s):

Yanyan Wu ◽

Hélène Massam ◽

Augustine Wong

Keyword(s):

Covariance Matrices ◽

Gaussian Models ◽

Graphical Gaussian Models ◽

Graphical Gaussian

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Learning a common substructure of multiple graphical Gaussian models

Neural Networks ◽

10.1016/j.neunet.2012.11.004 ◽

2013 ◽

Vol 38 ◽

pp. 23-38 ◽

Cited By ~ 10

Author(s):

Satoshi Hara ◽

Takashi Washio

Keyword(s):

Gaussian Models ◽

Common Substructure ◽

Graphical Gaussian Models ◽

Graphical Gaussian

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Estimation of means in graphical Gaussian models with symmetries

The Annals of Statistics ◽

10.1214/12-aos991 ◽

2012 ◽

Vol 40 (2) ◽

pp. 1061-1073 ◽

Cited By ~ 3

Author(s):

Helene Gehrmann ◽

Steffen L. Lauritzen

Keyword(s):

Gaussian Models ◽

Graphical Gaussian Models ◽

Graphical Gaussian

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Lattices of Graphical Gaussian Models with Symmetries

Symmetry ◽

10.3390/sym3030653 ◽

2011 ◽

Vol 3 (3) ◽

pp. 653-679 ◽

Cited By ~ 2

Author(s):

Helene Gehrmann

Keyword(s):

Gaussian Models ◽

Graphical Gaussian Models ◽

Graphical Gaussian

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graphical gaussian models
Recently Published Documents

TOTAL DOCUMENTS

H-INDEX

Penalized composite likelihood for colored graphical Gaussian models

Using the Entropy of Non-Equilibrium Systems of Molecules to Estimate the Interaction Matrix in Graphical Gaussian Models of Omics Data

Bayesian model selection approach for coloured graphical Gaussian models

Bayesian Inference in Graphical Gaussian Models

Bayesian precision and covariance matrix estimation for graphical Gaussian models with edge and vertex symmetries

Approximate Bayesian estimation in large coloured graphical Gaussian models

An accurate test for the equality of covariance matrices from decomposable graphical Gaussian models

Learning a common substructure of multiple graphical Gaussian models

Estimation of means in graphical Gaussian models with symmetries

Lattices of Graphical Gaussian Models with Symmetries

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graphical gaussian modelsRecently Published Documents

TOTAL DOCUMENTS

H-INDEX

Penalized composite likelihood for colored graphical Gaussian models

Using the Entropy of Non-Equilibrium Systems of Molecules to Estimate the Interaction Matrix in Graphical Gaussian Models of Omics Data

Bayesian model selection approach for coloured graphical Gaussian models

Bayesian Inference in Graphical Gaussian Models

Bayesian precision and covariance matrix estimation for graphical Gaussian models with edge and vertex symmetries

Approximate Bayesian estimation in large coloured graphical Gaussian models

An accurate test for the equality of covariance matrices from decomposable graphical Gaussian models

Learning a common substructure of multiple graphical Gaussian models

Estimation of means in graphical Gaussian models with symmetries

Lattices of Graphical Gaussian Models with Symmetries

graphical gaussian models
Recently Published Documents