R Package Scholar
679,785

huge: High-Dimensional Undirected Graph Estimation

Haoming Jiang • Xinyu Fei • Han Liu • Kathryn Roeder • John Lafferty • Larry • Wasserman • Xingguo Li, • Tuo Zhao •  View description and downloads View dependencies GitHub project

2010 Published
0 Citations
9 Authors
26 Revisions
2.0.1 Version
GPL-2 License
Referenced by ⇅ Year
BDgraph: Bayesian Structure Learning in Graphical Models using Birth-Death MCMC (Version 2.74)

2012
Tlasso: Non-Convex Optimization and Statistical Inference for Sparse Tensor Graphical Models (Version 1.0.2)

2016
UNPaC: Non-Parametric Cluster Significance Testing with Reference to a Unimodal Null Distribution (Version 1.2.0)

2019
dnapath: Differential Network Analysis using Gene Pathways (Version 0.7.6)

2020
fake: Flexible Data Simulation Using the Multivariate Normal Distribution (Version 1.5.0)

2022
pulsar: Parallel Utilities for Lambda Selection along a Regularization Path (Version 0.3.11)

2016
qgraph: Graph Plotting Methods, Psychometric Data Visualization and Graphical Model Estimation (Version 1.10.1)

2011
CTD: A Method for 'Connecting The Dots' in Weighted Graphs (Version 1.3)

2020
CompareCausalNetworks: Interface to Diverse Estimation Methods of Causal Networks (Version 0.2.6.2)

2015
HeteroGGM: Gaussian Graphical Model-Based Heterogeneity Analysis (Version 1.0.1)

2021
NetGreg: Network-Guided Penalized Regression (NetGreg) (Version 0.0.4)

2025
SparseTSCGM: Sparse Time Series Chain Graphical Models (Version 5.0)

2013
TransGraph: Transfer Graph Learning (Version 1.1.0)

2023
bootnet: Bootstrap Methods for Various Network Estimation Routines (Version 1.9.1)

2015
edgebundleR: Circle Plot with Bundled Edges (Version 0.1.4)

2015
heterocop: Semi-Parametric Estimation with Gaussian Copula (Version 1.0.1)

2024
netgwas: Network-Based Genome Wide Association Studies (Version 1.14.5)

2017
noisysbmGGM: Noisy Stochastic Block Model for GGM Inference (Version 0.1.2.3)

2024
nutriNetwork: Structure Learning with Copula Graphical Model (Version 0.2.1)

2019
pcalg: Methods for Graphical Models and Causal Inference (Version 2.7-12)

2006
pulsar Path: (Version )

0
rgm: Advanced Inference with Random Graphical Models (Version 1.2.1)

2024
sand: Statistical Analysis of Network Data with R, 2nd Edition (Version 2.0.0)

2014
sdafilter: Symmetrized Data Aggregation (Version 1.0.1)

2020
stm: Estimation of the Structural Topic Model (Version 1.3.8)

2014
stminsights: A 'Shiny' Application for Inspecting Structural Topic Models (Version 0.4.4)

2018

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