llm orchestrationQuick Start ↓
Get Started with ncvreg
Regularization paths for SCAD- and MCP-penalized regression models in R.
Getting Started
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Read the official documentation
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Review strengths, tradeoffs, and alternatives
Our full tool profile covers ncvreg's strengths, weaknesses, pricing, and how it compares to alternatives.
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Teams working with high-dimensional datasets where variable selection is crucial.
Academic researchers needing efficient algorithms for SCAD and MCP penalties.
Developers building statistical models in R who require regularization paths.