Transfer Graph Learning


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Documentation for package ‘TransGraph’ version 1.0.1

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Evaluation.DAG Evaluation function for the estimated DAG.
Evaluation.GGM Evaluation function for the estimated GGM.
layer_adj The function of converting the adjacency matrix into the topological layer.
tensor.GGM.trans Transfer learning for tensor graphical models.
Theta.est Sparse precision matrix estimation.
Theta.tuning Sparse precision matrix estimation with tuning parameters.
TLLiNGAM Learning linear non-Gaussian DAG via topological layers.
trans.local.DAG Structural transfer learning of non-Gaussian DAG.
trans_GGMM Transfer learning of high-dimensional Gaussian graphical mixture models.
trans_mean Transfer learning for mean estimation.
trans_precision Transfer learning for vector-valued precision matrix (graphical model).