exampleData: A simulated toy dataset that includes 2 data matrices (from 2...

In JointNets: End-to-End Sparse Gaussian Graphical Model Simulation, Estimation, Visualization, Evaluation and Application

Description

A simulated toy dataset that includes 2 data matrices (from 2 related tasks). Each data matrix is about 100 features observed in 200 samples. The two data matrices are about exactly the same set of 100 features. This multi-task dataset is generated from two related random graphs. Please run demo(diffee) to learn the basic functions provided by this package. For further details, please read the original paper: http://link.springer.com/article/10.1007/s10994-017-5635-7.

Usage

data(exampleData)

Format

The format is: List of 2 matrices $ : num (1:200, 1:100) -0.0982 -0.2417 -1.704 0.4 ... ..- attr(, "dimnames")=List of 2 .. ..$ : NULL .. ..$ : NULL $ : num (1:200, 1:100) -0.161 0.41 0.17 0. ... ..- attr(, "dimnames")=List of 2 .. ..$ : NULL .. ..$ : NULL

JointNets documentation built on July 30, 2019, 1:02 a.m.