NetReg-package: Regression Model on Network-Linked Data with Statistical...

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

Description

Linear regression model with nonparametric network effects on network-linked observations. The model is proposed by Le and Li (2020) <arXiv:2007.00803> 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.

Details

Package:	NetworkReg
Type:	Package
Version:	1.0
Date:	2020-07-02
License:	GPL (>= 2)

Author(s)

Can M. Le and Tianxi Li.

Maintainer: Tianxi Li <[e-mail]>

References

Can M. Le and Tianxi Li. Linear regression and its inference on noisy network-linked data. arXiv:2007.00803

NetworkReg documentation built on July 8, 2020, 5:12 p.m.