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

10.1093/biomet/asx084 ◽

2018 ◽

Vol 105 (2) ◽

pp. 371-388 ◽

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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Faculty Opinions recommendation of A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.718350670.793493808 ◽

2014 ◽

Author(s):

Zdeněk Valenta

Keyword(s):

Functional Genomics ◽

Covariance Matrix ◽

Large Scale ◽

Covariance Matrix Estimation ◽

Matrix Estimation ◽

Scale Covariance

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High-Frequency Covariance Matrix Estimation Using Price Durations

SSRN Electronic Journal ◽

10.2139/ssrn.3162514 ◽

2018 ◽

Author(s):

Xiaolu Zhao ◽

Ingmar Nolte ◽

Stephen J. Taylor

Keyword(s):

Covariance Matrix ◽

High Frequency ◽

Covariance Matrix Estimation ◽

Matrix Estimation

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Bayesian Covariance Matrix Estimation Using a Mixture of Decomposable Graphical Models

SSRN Electronic Journal ◽

10.2139/ssrn.966635 ◽

2005 ◽

Author(s):

Helen Jean Armstrong ◽

Christopher K. Carter ◽

Kevin Wong ◽

Robert Kohn

Keyword(s):

Covariance Matrix ◽

Graphical Models ◽

Covariance Matrix Estimation ◽

Matrix Estimation ◽

Decomposable Graphical Models

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Weighted Spatial Covariance Matrix Estimation for MUSIC Based TDOA Estimation of Speech Source

10.21437/interspeech.2017-199 ◽

2017 ◽

Author(s):

Chenglin Xu ◽

Xiong Xiao ◽

Sining Sun ◽

Wei Rao ◽

Eng Siong Chng ◽

...

Keyword(s):

Covariance Matrix ◽

Covariance Matrix Estimation ◽

Spatial Covariance ◽

Matrix Estimation

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Optimal Shrinkage Covariance Matrix Estimation Under Random Sampling From Elliptical Distributions

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2019.2908144 ◽

2019 ◽

Vol 67 (10) ◽

pp. 2707-2719 ◽

Author(s):

Esa Ollila ◽

Elias Raninen

Keyword(s):

Covariance Matrix ◽

Random Sampling ◽

Covariance Matrix Estimation ◽

Elliptical Distributions ◽

Matrix Estimation

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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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Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical gaussian models and bayesian networks

Bioinformatics ◽

10.1093/bioinformatics/btl391 ◽

2006 ◽

Vol 22 (20) ◽

pp. 2523-2531 ◽

Author(s):

A. V. Werhli ◽

M. Grzegorczyk ◽

D. Husmeier

Keyword(s):

Reverse Engineering ◽

Bayesian Networks ◽

Gene Regulatory Networks ◽

Comparative Evaluation ◽

Regulatory Networks ◽

Gaussian Models ◽

Gene Regulatory ◽

Graphical Gaussian Models ◽

Graphical Gaussian

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Band-Inverse TVAR Covariance Matrix Estimation for Adaptive Detection

IEEE Transactions on Aerospace and Electronic Systems ◽

10.1109/taes.2010.5417169 ◽

2010 ◽

Vol 46 (1) ◽

pp. 375-396 ◽

Author(s):

Yuri I. Abramovich ◽

Nicholas K. Spencer ◽

Ben A. Johnson

Keyword(s):

Covariance Matrix ◽

Covariance Matrix Estimation ◽

Adaptive Detection ◽

Matrix Estimation

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Robust Covariance Matrix Estimation and Identification of Unusual Data Points: New Tools

Research in Economics ◽

10.1016/j.rie.2021.03.001 ◽

2021 ◽

Author(s):

Christian Garciga ◽

Randal Verbrugge

Keyword(s):

Covariance Matrix ◽

Covariance Matrix Estimation ◽

Matrix Estimation ◽

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Sparse and Low-Rank Covariance Matrix Estimation

Journal of the Operations Research Society of China ◽

10.1007/s40305-014-0058-7 ◽

2014 ◽

Vol 3 (2) ◽

pp. 231-250 ◽

Author(s):

Sheng-Long Zhou ◽

Nai-Hua Xiu ◽

Zi-Yan Luo ◽

Ling-Chen Kong

Keyword(s):

Covariance Matrix ◽

Low Rank ◽

Covariance Matrix Estimation ◽

Matrix Estimation

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