Description Details Author(s) References

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

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).

Tianxi Li, Elizaveta Levina, Ji Zhu

Maintainer: Tianxi Li <tianxili@umich.edu>

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

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