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Welcome to Unified penalized regression algorithm project!

The ncpen R package estimates generalized linear models (GLM) with various nonconvex penalties: LASSO, SCAD, MCP, MCL, TLP, and MBP. The algorithm reflects recent technical advances in the optimization of penalized estimation. C++ language is used.

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The project summary page you can find here.