netcoh (version 0.2)

netcoh-package: Statistical models with network cohesion.

Description

The package provides the methods to build a class of statistical models on networks with network cohesion effects being taken into consideration.

Details

Package:

netcoh

Type:

Package

Version:

0.2

Date:

2016-04-29

License:

GPL (>= 2)

The major function rncreg accepts A network adjacency matrix, X design matrix and response Y for regression models and then produces the fitted modelfor the tuning parameter lambda.

Another function predict.rncReg accepts the model fitted by rncreg and the full design matrix as well as the full adjacency matrix (with both training and test data).

References

Tianxi Li, Elizaveta Levina and Ji Zhu. (2016) Regression with network cohesion, http://arxiv.org/pdf/1602.01192v1.pdf