Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions
type: Item
instance of: scholarly article
title: Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions
zbMATH Open document ID: 1232.62083
DOI: 10.1214/10-AOAS410
author: Michael Finegold
author: Mathias Drton
published in: The Annals of Applied Statistics
publication date: 2011-10-21T00:00:00Z
full work available at URL: https://arxiv.org/abs/1009.3669
Mathematics Subject Classification ID: 62H10
Mathematics Subject Classification ID: 05C90
Mathematics Subject Classification ID: 62P10
Mathematics Subject Classification ID: 62H12
Mathematics Subject Classification ID: 65C40
Mathematics Subject Classification ID: 65C60
zbMATH DE Number: 5961702
zbMATH Keywords: EM algorithm
zbMATH Keywords: graphical model
zbMATH Keywords: Markov chain Monte Carlo
zbMATH Keywords: multivariate \(t\)-distribution
zbMATH Keywords: penalized likelihood
zbMATH Keywords: robust inference
Wikidata QID: Q57566414
describes a project that uses: glasso
MaRDI profile type: Publication
arXiv ID: 1009.3669
cites work: Q3096116
cites work: Multiple testing and error control in Gaussian graphical model selection
cites work: Graphical methods for efficient likelihood inference in Gaussian covariance models
cites work: Sparse inverse covariance estimation with the graphical lasso
cites work: Multivariate T-Distributions and Their Applications
cites work: Q4382293
cites work: Q4844339
cites work: Q4353852
cites work: High-dimensional graphs and variable selection with the Lasso
cites work: Robust Gaussian graphical modeling
cites work: Linear Model Selection by Cross-Validation
cites work: Graphical Models, Exponential Families, and Variational Inference
cites work: Model selection and estimation in the Gaussian graphical model
description: scientific article