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Robust graphical modeling of gene networks using classical and alternative T-distributions

19 September 2010

Papers citing "Robust graphical modeling of gene networks using classical and alternative T-distributions"

20 / 20 papers shown

Title
Robust Multi-view Co-expression Network InferenceCLEaR (CLEaR), 2024 T. Pandeva Martijs Jonker Leendert Hamoen Joris Mooij Patrick Forré 63 0 0 30 Sep 2024
Scalable and non-iterative graphical model estimation Kshitij Khare S. Rahman B. Rajaratnam Jiayuan Zhou 148 0 0 21 Aug 2024
Nonparanormal Graph Quilting with Applications to Calcium Imaging Andersen Chang Lili Zheng Gautam Dasarathy Genevera I. Allen 160 2 0 22 May 2023
Challenges of cellwise outliersEconometrics and Statistics (ES), 2023 Jakob Raymaekers P. Rousseeuw 142 14 0 04 Feb 2023
High-Dimensional Undirected Graphical Models for Arbitrary Mixed DataElectronic Journal of Statistics (EJS), 2022 Konstantin Göbler Anne Miloschewski Mathias Drton S. Mukherjee 167 2 0 21 Nov 2022
The Influence Function of Graphical Lasso EstimatorsEconometrics and Statistics (ES), 2022 Gaetan Louvet Jakob Raymaekers Germain Van Bever Ines Wilms 120 4 0 15 Sep 2022
Counting Markov Equivalent Directed Acyclic Graphs Consistent with Background Knowledge Vidya Sagar Sharma 134 0 0 14 Jun 2022
Robustly fitting Gaussian graphical models: the R-package robFitConGraph Daniel Vogel S. Watt Anna Wiedemann 145 0 0 08 Apr 2022
Predictive Learning on Hidden Tree-Structured Ising Models Konstantinos E. Nikolakakis Dionysios S. Kalogerias Anand D. Sarwate 365 13 0 11 Dec 2018
Causal Network Learning from Multiple Interventions of Unknown Manipulated Targets Y. He Z. Geng CML 141 13 0 27 Oct 2016
Structure Learning in Graphical Modeling Mathias Drton Marloes H. Maathuis CML 208 261 0 07 Jun 2016
Convex programming approach to robust estimation of a multivariate Gaussian model Samuel Balmand A. Dalalyan 187 8 0 15 Dec 2015
Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso Eunho Yang A. Lozano 260 27 0 28 Oct 2015
High-dimensional robust precision matrix estimation: Cellwise corruption under $ε$ -contamination Po-Ling Loh X. Tan 140 32 0 24 Sep 2015
Order-invariant prior specification in Bayesian factor analysis Dennis Leung Mathias Drton 131 10 0 26 Sep 2014
Inference of Network Summary Statistics Through Network Denoising P. Balachandran E. Airoldi E. D. Kolaczyk 174 12 0 01 Oct 2013
Joint estimation of sparse multivariate regression and conditional graphical models Junhui Wang 159 41 0 19 Jun 2013
Robust estimators for non-decomposable elliptical graphical models D. Vogel David E. Tyler 171 11 0 21 Feb 2013
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs Yangbo He Jinzhu Jia Bin Yu 248 35 0 26 Sep 2012
Groups acting on Gaussian graphical models J. Draisma S. Kuhnt Piotr Zwiernik 193 7 0 25 Jul 2012