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rqPen

Penalized Quantile Regression

Performs penalized quantile regression with LASSO, elastic net, SCAD and MCP penalty functions including group penalties. In addition, offers a group penalty that provides consistent variable selection across quantiles. Provides a function that automatically generates lambdas and evaluates different models with cross validation or BIC, including a large p version of BIC. Below URL provides a link to article in the R Journal.

Versions across snapshots

VersionRepositoryFileSize
4.2 rolling source/ R- rqPen_4.2.tar.gz 120.6 KiB
4.2 latest source/ R- rqPen_4.2.tar.gz 120.6 KiB
4.2 2026-04-23 source/ R- rqPen_4.2.tar.gz 120.6 KiB
4.2 2026-04-09 windows/windows R-4.5 rqPen_4.2.zip 755.6 KiB

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