Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure


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Documentation for package ‘diffee’ version 1.1.0

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diffee-package estimating DIFFerential networks via an Elementary Estimator under a high-dimensional situation
cancer Microarray data set for breast cancer
diffee Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure
exampleData A simulated toy dataset that includes 2 data matrices (from 2 related tasks).
exampleData500 A simulated toy dataset that includes 2 data matrices (from 2 related tasks).
exampleDataGraph A simulated toy dataset that includes 3 igraph objects
nip_37_data NIPS word count dataset
plot.diffee Plot diffee result specified by user input
returngraph return igraph object from diffee result specified by user input