Lasso and Elastic-Net Penalized Cox's Regression in High Dimensions Models using the Cocktail Algorithm


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Documentation for package ‘fastcox’ version 1.1.3

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fastcox-package Lasso and elastic-net penalized Cox's regression in high dimensions models using the cocktail algorithm
cocktail Fits the regularization paths for the elastic net penalized Cox's model
cv.cocktail Cross-validation for cocktail
cv.survpath Cross-validation for cocktail
FHT FHT data introduced in Simon et al. (2011).
plot.cocktail Plot coefficients from a "cocktail" object
plot.cv.cocktail plot the cross-validation curve produced by cv.cocktail
predict.cocktail make predictions from a "cocktail" object.
predict.survpath make predictions from a "cocktail" object.
print.cocktail print a cocktail object