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May 23rd, 2018
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  1. glmnet(x, y, alpha=0, family="binomial")
  2.  
  3. rm(list=ls())
  4. # Load libraries
  5. if(!require("glmnet")) { install.packages("glmnet"); require("glmnet") }
  6.  
  7. x=matrix(rnorm(100*20),100,20)
  8. y=rnorm(100)
  9. g2=sample(1:2,100,replace=TRUE)
  10. g4=sample(1:4,100,replace=TRUE)
  11. # Ridge
  12. fit11 = glmnet(x,y, alpha=0)
  13. # Elastic Net
  14. fit12 = glmnet(x,y, alpha=0.5)
  15. # Lasso
  16. fit13 = glmnet(x,y, alpha=1)
  17.  
  18. par(mfrow=c(3,1))
  19. plot(fit11,xvar="lambda", xlim=c(-7,5))
  20. plot(fit12,xvar="lambda", xlim=c(-7,5))
  21. plot(fit13,xvar="lambda", xlim=c(-7,5))
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