Penalized estimation of the Gaussian graphical model from data with replicates

Statistics in Medicine ◽

10.1002/sim.9028 ◽

2021 ◽

Author(s):

Wessel N. Wieringen ◽

Yao Chen

Keyword(s):

Graphical Model ◽

Gaussian Graphical Model ◽

Penalized Estimation

Download Full-text

Updating of the Gaussian graphical model through targeted penalized estimation

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2020.104621 ◽

2020 ◽

Vol 178 ◽

pp. 104621

Author(s):

Wessel N. van Wieringen ◽

Koen A. Stam ◽

Carel F.W. Peeters ◽

Mark A. van de Wiel

Keyword(s):

Graphical Model ◽

Gaussian Graphical Model ◽

Penalized Estimation

Download Full-text

A modified expectation‐maximization algorithm for latent Gaussian graphical model

Canadian Journal of Statistics ◽

10.1002/cjs.11643 ◽

2021 ◽

Author(s):

Chaowen Zheng ◽

Jingfang Huang ◽

Ian A. Wood ◽

Yichao Wu

Keyword(s):

Expectation Maximization ◽

Graphical Model ◽

Expectation Maximization Algorithm ◽

Gaussian Graphical Model

Download Full-text

Sparse Gaussian graphical model estimation via alternating minimization

10.1093/biomet/asx003 ◽

2017 ◽

Vol 104 (2) ◽

pp. 379-395 ◽

Author(s):

Onkar Dalal ◽

Bala Rajaratnam

Keyword(s):

Graphical Model ◽

Model Estimation ◽

Alternating Minimization ◽

Gaussian Graphical Model

Download Full-text

Gaussian Message Propagation in d-order Neighborhood for Gaussian Graphical Model

Advances in Neural Networks – ISNN 2013 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-39065-4_65 ◽

2013 ◽

pp. 539-546

Author(s):

Yarui Chen ◽

Congcong Xiong ◽

Hailin Xie

Keyword(s):

Graphical Model ◽

Gaussian Graphical Model ◽

Message Propagation

Download Full-text

Tensor-Based Gaussian Graphical Model

10.1007/978-3-030-74386-4_12 ◽

2021 ◽

pp. 285-298

Author(s):

Yipeng Liu ◽

Jiani Liu ◽

Zhen Long ◽

Ce Zhu

Keyword(s):

Graphical Model ◽

Gaussian Graphical Model

Download Full-text

Testing the Structure of a Gaussian Graphical Model With Reduced Transmissions in a Distributed Setting

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2019.2940119 ◽

2019 ◽

Vol 67 (20) ◽

pp. 5391-5401 ◽

Author(s):

Yicheng Chen ◽

Rick S. Blum ◽

Brian M. Sadler ◽

Jiangfan Zhang

Keyword(s):

Graphical Model ◽

Gaussian Graphical Model

Download Full-text

Scad-Penalized Complex Gaussian Graphical Model Selection

2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp49062.2020.9231821 ◽

2020 ◽

Author(s):

Jitendra K. Tugnait

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model

Download Full-text

On Sparse Complex Gaussian Graphical Model Selection

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918691 ◽

2019 ◽

Author(s):

Jitendra K. Tugnait

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model

Download Full-text

Differences in Dietary Patterns Identified by the Gaussian Graphical Model in Korean Adults With and Without a Self-Reported Cancer Diagnosis

Journal of the Academy of Nutrition and Dietetics ◽

10.1016/j.jand.2020.11.006 ◽

2020 ◽

Author(s):

Tung Hoang ◽

Jeonghee Lee ◽

Jeongseon Kim

Keyword(s):

Cancer Diagnosis ◽

Dietary Patterns ◽

Graphical Model ◽

Gaussian Graphical Model ◽

Download Full-text

Using a Gaussian Graphical Model to Explore Relationships Between Items and Variables in Environmental Psychology Research

Frontiers in Psychology ◽

10.3389/fpsyg.2019.01050 ◽

2019 ◽

Vol 10 ◽

Author(s):

Nitin Bhushan ◽

Florian Mohnert ◽

Daniel Sloot ◽

Lise Jans ◽

Casper Albers ◽

...

Keyword(s):

Graphical Model ◽

Environmental Psychology ◽

Psychology Research ◽

Gaussian Graphical Model

Download Full-text