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NetworkReg
View on CRAN: Click
here
Download and install NetworkReg package within the R console
Install from CRAN:
install.packages("NetworkReg")
Install from Github:
library("remotes")
install_github("cran/NetworkReg")
Install by package version:
library("remotes")
install_version("NetworkReg", "2.0")
Attach the package and use:
library("NetworkReg")
Maintained by
Jianxiang Wang
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-07-07
Latest Update: 2024-02-08
Description:
Linear regression model with nonparametric network effects on network-linked observations. The model is proposed by Le and Li (2022) 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.
How to cite:
Jianxiang Wang (2020). NetworkReg: Generalized Linear Regression Models on Network-Linked Data with Statistical Inference. R package version 2.0, https://cran.r-project.org/web/packages/NetworkReg. Accessed 22 Dec. 2024.
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