Regularized rank-based estimation of high-dimensional nonparanormal graphical models

13 February 2013

Papers citing "Regularized rank-based estimation of high-dimensional nonparanormal graphical models"

16 / 16 papers shown

Title
High-Dimensional Undirected Graphical Models for Arbitrary Mixed Data Konstantin Göbler Anne Miloschewski Mathias Drton S. Mukherjee 12 2 0 21 Nov 2022
Structure Learning in Graphical Models from Indirect Observations Hang Zhang Afshin Abdi Faramarz Fekri CML 19 0 0 06 May 2022
Limiting spectral distribution of large dimensional Spearman's rank correlation matrices Zeyu Wu Cheng-Long Wang 36 10 0 23 Dec 2021
Joint Functional Gaussian Graphical Models Ilias Moysidis Bing Li 19 3 0 13 Oct 2021
A unified precision matrix estimation framework via sparse column-wise inverse operator under weak sparsity Zeyu Wu Cheng-Long Wang Weidong Liu 20 3 0 07 Jul 2021
Differential Network Analysis: A Statistical Perspective Ali Shojaie 33 48 0 09 Mar 2020
An Improved Modified Cholesky Decomposition Method for Precision Matrix Estimation Xiaoning Kang Xinwei Deng 29 27 0 14 Oct 2017
An Expectation Conditional Maximization approach for Gaussian graphical models Z. Li Tyler H. McCormick 21 26 0 20 Sep 2017
Joint Estimation of Multiple Dependent Gaussian Graphical Models with Applications to Mouse Genomics Yuying Xie Yufeng Liu W. Valdar 17 26 0 30 Aug 2016
Quantile Graphical Models: Prediction and Conditional Independence with Applications to Systemic Risk A. Belloni Mingli Chen Victor Chernozhukov 15 7 0 01 Jul 2016
Sufficient Forecasting Using Factor Models Jianqing Fan Lingzhou Xue Jiawei Yao AI4TS 34 76 0 27 May 2015
A General Framework for Mixed Graphical Models Eunho Yang Pradeep Ravikumar Genevera I. Allen Yulia Baker Ying-Wooi Wan Zhandong Liu 33 18 0 02 Nov 2014
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 69 1,278 0 07 Aug 2013
Optimal Linear Shrinkage Estimator for Large Dimensional Precision Matrix Taras Bodnar Arjun K. Gupta Nestor Parolya 102 52 0 05 Aug 2013
The Cluster Graphical Lasso for improved estimation of Gaussian graphical models Kean Ming Tan Daniela Witten Ali Shojaie 64 71 0 19 Jul 2013
High-dimensional Mixed Graphical Models Jie Cheng Tianxi Li Elizaveta Levina Ji Zhu 54 78 0 09 Apr 2013