Regularization Paths for Lasso or Elastic-Net Penalized Huber Loss Regression and Quantile Regression


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Documentation for package ‘hqreg’ version 1.4

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hqreg-package Regularization Paths for Lasso or Elastic-net Penalized Huber Loss Regression and Quantile Regression
coef.cv.hqreg Model predictions based on "cv.hqreg" object.
coef.hqreg Model predictions based on "hqreg" object.
cv.hqreg Cross-validation for hqreg
hqreg Fit a robust regression model with Huber or quantile loss penalized by lasso or elasti-net
hqreg_raw Fit a robust regression model on raw data with Huber or quantile loss penalized by lasso or elasti-net
plot.cv.hqreg Plot the cross-validation curve for a "cv.hqreg" object
plot.hqreg Plot coefficients from a "hqreg" object
predict.cv.hqreg Model predictions based on "cv.hqreg" object.
predict.hqreg Model predictions based on "hqreg" object.