plot.scio

An object with S3 class <code>"scio"</code>

If <code>align = FALSE</code>, 3 plotted graphs are aligned

align

Plot sparsity level information and 3 typical sparse graphs from the graph path.

Implement the pathwise calibrated sparse shooting algorithm (PICASSO) for high dimensional regularized sparse linear regression, sparse logistic regression, and sparse undirected graphical model estimation. As a pathwise coordinate optimization algorithm, PICASSO exploits warm start initialization, active set updating, and strong rule for coordinate preselection to boost computation, and attains a linear convergence to a unique sparse local optimum with optimal statistical properties. Moreover, users can choose different regularizers, including L1, MCP, and SCAD regularizers. The computation is memory-optimized using the sparse matrix output.

plot.scio: Plot Function for "scio"

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