Sparse Learning with Convex and Concave Penalties

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Documentation for package ‘picasso’ version 2.0.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

picasso-package	picasso: Sparse Learning with Convex and Non-Convex Penalties
assess.picasso	Model Assessment for picasso Fits
coef.cv.picasso	Cross-Validation for picasso
coef.gaussian	Extract Coefficients from an Object with S3 Class '"gaussian"'
coef.logit	Extract Coefficients from an Object with S3 Class '"logit"'
coef.multinomial	Methods for Multinomial picasso Fits
coef.poisson	Extract Coefficients from an Object with S3 Class '"poisson"'
coef.sqrtlasso	Extract Coefficients from an Object with S3 Class '"sqrtlasso"'
confusion.picasso	Model Assessment for picasso Fits
cv.picasso	Cross-Validation for picasso
eyedata	Bardet-Biedl Syndrome Gene Expression Data from Scheetz et al. (2006)
picasso	Fit Sparse Regression Models with Convex and Non-Convex Penalties
plot.cv.picasso	Cross-Validation for picasso
plot.gaussian	Plot Method for an Object with S3 Class '"gaussian"'
plot.logit	Plot Method for an Object with S3 Class '"logit"'
plot.multinomial	Methods for Multinomial picasso Fits
plot.poisson	Plot Method for an Object with S3 Class '"poisson"'
plot.sqrtlasso	Plot Method for an Object with S3 Class '"sqrtlasso"'
predict.cv.picasso	Cross-Validation for picasso
predict.gaussian	Prediction Method for an Object with S3 Class '"gaussian"'
predict.logit	Prediction Method for an Object with S3 Class '"logit"'
predict.multinomial	Methods for Multinomial picasso Fits
predict.poisson	Prediction Method for an Object with S3 Class '"poisson"'
predict.sqrtlasso	Prediction Method for an Object with S3 Class '"sqrtlasso"'
print.assess.picasso	Model Assessment for picasso Fits
print.cv.picasso	Cross-Validation for picasso
print.gaussian	Print Method for an Object with S3 Class '"gaussian"'
print.logit	Print Method for an Object with S3 Class '"logit"'
print.multinomial	Methods for Multinomial picasso Fits
print.poisson	Print Method for an Object with S3 Class '"poisson"'
print.sqrtlasso	Print Method for an Object with S3 Class '"sqrtlasso"'