Variable Banding of Large Precision Matrices


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Documentation for package ‘varband’ version 0.9.0

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ar_gen Generate an autoregressive model.
block_diag_gen Generate a model with block-diagonal structure
matimage Plot the sparsity pattern of a square matrix
sample_gen Generate random samples.
varband Compute the varband estimate for a fixed tuning parameter value with different penalty options.
varband_cv Perform nfolds-cross validation
varband_gen Generate a model with variable bandwidth.
varband_path Solve main optimization problem along a path of lambda