graphical gaussian models Recently Published Documents

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 ◽

Non Equilibrium

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 ◽

Bayesian Model Selection Approach

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 ◽

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 ◽

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 ◽

Approximate Bayesian ◽

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 ◽

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 ◽

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 ◽

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 ◽