Other packages > Find by keyword >

NetworkReg  

Regression Model on Network-Linked Data with Statistical Inference
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", "1.1")



Attach the package and use:
library("NetworkReg")
Maintained by
Tianxi Li
[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:
Tianxi Li (2020). NetworkReg: Regression Model on Network-Linked Data with Statistical Inference. R package version 1.1, https://cran.r-project.org/web/packages/NetworkReg
Previous versions and publish date:
1.0 (2020-07-07 11:00)
Other packages that cited NetworkReg R package
View NetworkReg citation profile
Other R packages that NetworkReg depends, imports, suggests or enhances
Functions, R codes and Examples using the NetworkReg R package
Full NetworkReg package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

sparseMVN  
Multivariate Normal Functions for Sparse Covariance and Precision Matrices
Computes multivariate normal (MVN) densities, and samples from MVN distributions, when the covarianc ...
Download / Learn more Package Citations See dependency  
gren  
Adaptive Group-Regularized Logistic Elastic Net Regression
Allows the user to incorporate multiple sources of co-data (e.g., previously obtained p-values, pu ...
Download / Learn more Package Citations See dependency  
AsynchLong  
Regression Analysis of Sparse Asynchronous Longitudinal Data
Estimation of regression models for sparse asynchronous longitudinal observations, where time-depen ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
partykit  
A Toolkit for Recursive Partytioning
A toolkit with infrastructure for representing, summarizing, and visualizing tree-structured regres ...
Download / Learn more Package Citations See dependency  
varEst  
Variance Estimation
Error variance estimation in ultrahigh dimensional datasets with four different methods, viz. Refitt ...
Download / Learn more Package Citations See dependency  

22,799

R Packages

195,128

Dependencies

63,620

Author Associations

22,800

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns