Non-Convex Optimization and Statistical Inference for Sparse Tensor Graphical Models

An optimal alternating optimization algorithm for estimation of precision matrices of sparse tensor graphical models, and an efficient inference procedure for support recovery of the precision matrices.


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install.packages("Tlasso")

1.0.1 by Xiang Lyu, 10 months ago


Browse source code at https://github.com/cran/Tlasso


Authors: Will Wei Sun, Zhaoran Wang, Xiang Lyu, Han Liu, Guang Cheng


Documentation:   PDF Manual  


GPL (>= 2) license


Imports huge, expm, rTensor, igraph, stats, graphics

Suggests knitr, rmarkdown


See at CRAN