Package: NetworkReg
Type: Package
Title: Regression Model on Network-Linked Data with Statistical
        Inference
Version: 1.1
Date: 2024-02-02
Authors@R: c(person("Tianxi Li", email = "tianxili@umn.edu", role = c("aut", "cre")),
  person("Can M. Le", email = "canle@ucdavis.edu", role = c("aut")))
Description: Linear regression model with nonparametric network effects on network-linked observations. The model is proposed by Le and Li (2022) <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.
License: GPL (>= 2)
Imports: Matrix, stats, randnet, RSpectra
NeedsCompilation: no
Packaged: 2024-02-07 05:17:21 UTC; tianxili
Author: Tianxi Li [aut, cre],
  Can M. Le [aut]
Maintainer: Tianxi Li <tianxili@umn.edu>
Repository: CRAN
Date/Publication: 2024-02-08 21:00:02 UTC
Built: R 4.2.3; ; 2024-02-08 21:48:26 UTC; unix
