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stat.CO2025

A Pathwise Coordinate Descent Algorithm for LASSO Penalized Quantile Regression

Sanghee Kim, Sumanta Basu

penalized quantile regression is used in many fields as an alternative to penalized least squares regressions for high-dimensional data analysis. Existing algorithms for p…