Stable Graphical Model Estimation with Random Forests for Discrete,
Continuous, and Mixed Variables

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Stable Graphical Model Estimation with Random Forests for Discrete, Continuous, and Mixed Variables

1 September 2011

Bernd Fellinghauer

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Papers citing "Stable Graphical Model Estimation with Random Forests for Discrete, Continuous, and Mixed Variables"

10 / 10 papers shown

Title
Robust Online Covariance and Sparse Precision Estimation Under Arbitrary Data Corruption Tong Yao Shreyas Sundaram 63 0 0 16 Sep 2023
Generalized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks Yujia Zheng Ignavier Ng Yewen Fan Kun Zhang 64 4 0 19 May 2023
A Pipeline for Integrated Theory and Data-Driven Modeling of Genomic and Clinical Data V. Raghu Xiaoyu Ge A. Balajee Daniel J. Shirer Isha Das P. Benos Panos K. Chrysanthis 20 5 0 05 May 2020
Differential Network Analysis: A Statistical Perspective Ali Shojaie 91 49 0 09 Mar 2020
Mixed Graphical Models for Causal Analysis of Multi-modal Variables A. Sedgewick Joseph Ramsey Peter Spirtes Clark Glymour P. Benos CML 32 10 0 09 Apr 2017
On Semiparametric Exponential Family Graphical Models Zhuoran Yang Y. Ning Han Liu 114 32 0 30 Dec 2014
Controlling false discoveries in high-dimensional situations: Boosting with stability selection B. Hofner L. Boccuto M. Göker 66 133 0 05 Nov 2014
A General Framework for Mixed Graphical Models Eunho Yang Pradeep Ravikumar Genevera I. Allen Yulia Baker Ying-Wooi Wan Zhandong Liu 126 18 0 02 Nov 2014
High Dimensional Semiparametric Latent Graphical Model for Mixed Data Jianqing Fan Han Liu Y. Ning H. Zou 116 122 0 29 Apr 2014
High-dimensional Mixed Graphical Models Jie Cheng Tianxi Li Elizaveta Levina Ji Zhu 145 78 0 09 Apr 2013