Graphical Models Estimation from Multiple Sources
Adding zero diagonal to a matrix
Construct weights for jewel minimization problem from prior informat...
Evaluation of graph estimation method's performance if the true graph ...
Generate a set of scale-free graphs and corresponding datasets (using ...
Estimate Gaussian graphical models from multiple datasets
Estimate Gaussian graphical models from multiple datasets
Removing diagonal from a matrix
Estimates networks of conditional dependencies (Gaussian graphical models) from multiple classes of data (similar but not exactly, i.e. measurements on different equipment, in different locations or for various sub-types). Package also allows to generate simulation data and evaluate the performance. Implementation of the method described in Angelini, De Canditiis and Plaksienko (2022) <doi:10.3390/math10213983>.