print.logit


  An object with S3 class <code>"logit"</code>.
  


Print a summary of the information about an object with S3 class <code>"logit"</code>.


Implements 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.

print.logit: Print Function for an object with S3 class `"logit"`

Description

Usage

Arguments

Details

See Also