v2.1

Minor release modifying ResampleEMtree() for compatibility with PLNmodels v1.2.0

1.1.0

In this second version, EMtree was improved and present with new functionalities:

• Stable handling of big networks (200 to 1000 nodes)
• Set a random initialisation of the EM weights parameters ("random.init" parameter of main function EMtree())
• Run stability selection of probability threshold with the StATS function
• Use a user-provided function for the estimation of the Gaussian covariance matrix in ResampleEMtree ("user_covariance_estimation" parameter)
• Force some unlinked nodes ("unlinked" parameter)

The overall numerical stability was improved thanks to an adaptative conditioning parameter.
The vignette Fatala_Net has been updated, and illustrates the new graphic possibilities among which the storing of a layout and the colouring of edges.
Finally, the functions "ComparEMtree()" and "compare_graphs()" were deleted.

EMtree

Original release of the EMtree R package.