netcoh: Statistical Modeling with Network Cohesion

Model fitting procedures for regression with network cohesion effects, when a network connecting sample individuals is available in a regression problem. In the future, other commonly used statistical models will be added, such as gaussian graphical model.

Author
Tianxi Li, Elizaveta Levina, Ji Zhu
Date of publication
2016-05-02 13:21:13
Maintainer
Tianxi Li <tianxili@umich.edu>
License
GPL (>= 2)
Version
0.2

View on CRAN

Man pages

netcoh-package
Statistical models with network cohesion.
predict.rncReg
make predictions from a "rncReg" object.
rncreg
Fits a regression model with network cohesion effects.
rncReg-class
Class '"rncReg"'
rncregpath
Fits regression models with network cohesion effects for a...

Files in this package

netcoh
netcoh/src
netcoh/src/Makevars
netcoh/src/CppCode.cpp
netcoh/src/Makevars.win
netcoh/src/RcppExports.cpp
netcoh/NAMESPACE
netcoh/R
netcoh/R/Rfunc.R
netcoh/R/RcppExports.R
netcoh/MD5
netcoh/DESCRIPTION
netcoh/man
netcoh/man/rncregpath.Rd
netcoh/man/predict.rncReg.Rd
netcoh/man/netcoh-package.Rd
netcoh/man/rncReg-class.Rd
netcoh/man/rncreg.Rd