Suggests: testthat, knitr, rmarkdown, pander, igraph, utils, dplyr

Packaged: 2019-02-28 03:27:18 UTC; fridolinlinder

Title: Regression Model on Network-Linked Data with Statistical
Description: Linear regression model with nonparametric network effects on network-linked observations. The model is proposed by Le and Li (2020) <arXiv:2007.00803> and is assumed on observations that are connected by a network or similar relational data structure. The model does not assume that the relational data or network structure to be precisely observed; thus, the method is provably robust to a certain level of perturbation of the network structure. The package contains the estimation and inference function for the model.
Imports: Matrix, stats, methods, randnet, RSpectra

Title: Risk Measures for (Financial) Networks
Author: Carlos Cinelli <carloscinelli@hotmail.com>, Thiago Cristiano Silva
Description: Implements some risk measures for (financial) networks, such as DebtRank, Impact Susceptibility, Impact Diffusion and Impact Fluidity.
Packaged: 2017-01-10 16:51:12 UTC; carloscinelli

Packaged: 2017-03-26 18:52:08 UTC; carloscinelli

Packaged: 2020-03-05 10:47:46 UTC; carloscinelli

Title: Network Comparison Based on Structural Equivalence and Graphlets
Author: Qili Shi, Libing Shen, Qi Liao, Shun Zhang
pair-wise similarity of two networks especially on high-dimensional data.
Suggests: limma, DESeq2, edgeR, org.Hs.eg.db

Title: Network Filtering Methods and Measures
Description: Implements numerous network filtering methods (TMFG; Massara, Di Matteo, & Aste (2016) <doi:10.1093/comnet/cnw015>, MaST; Chu & Liu (1965) and Edmonds (1967) <doi:10.6028/jres.071B.032>, ECO; Fallani, Latora, & Chavez (2017) <doi:10.1371/journal.pcbi.1005305>, and ECO+MaST; Fallani, Latora, & Chavez (2017) <doi:10.1371/journal.pcbi.1005305>), and several network measures (centrality, characteristic path length, clustering coefficient, and edge replication; Rubinov and Sporns (2010) <doi:10.1016/j.neuroimage.2009.10.003>).
Imports: Matrix, qdap, devtools, psych, qgraph