NetworkReg: Regression Model on Network-Linked Data with Statistical Inference

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.

Getting started

Package details

AuthorCan M. Le, Tianxi Li
MaintainerTianxi Li <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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NetworkReg documentation built on July 8, 2020, 5:12 p.m.