veteran
(Package: cosso) :
Veterans' Administration Lung Cancer study
Randomised trial of two treatment regimens for lung cancer.
● Data Source:
CranContrib
● Keywords:
● Alias: veteran
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tune.cosso
(Package: cosso) :
Tuning procedure for cosso
Compute K-fold cross-validated score and plot cross-validated score against a grid values of smooth parameter M.
● Data Source:
CranContrib
● Keywords:
● Alias: tune.cosso
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A preliminary estimate \tilde{η} is first obtained by fitting a smoothing spline ANOVA model, and then use the inverse L_2-norm, ||\tilde{η}_j||^{-γ}, as the initial weight for the j-th functional component.
● Data Source:
CranContrib
● Keywords:
● Alias: SSANOVAwt
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Make prediction for future observations or extract the model parameters at a particular smoothing parameter.
● Data Source:
CranContrib
● Keywords:
● Alias: predict.cosso
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Plot L_2 norm solution path or main effects of selected functional components
● Data Source:
CranContrib
● Keywords:
● Alias: plot.cosso
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ozone
(Package: cosso) :
Ozone pollution data in Los Angels, 1976
This is the ozone data used in Breiman and Friedman (1985). This dataset contains 330 observations, and each observation is a daily measurement.
● Data Source:
CranContrib
● Keywords:
● Alias: ozone
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cosso
(Package: cosso) :
Fit a generalized nonparametric model with cosso penalty
A comprehensive method for fitting various type of regularized nonparametric regression models using cosso penalty. Fits mean, logistic, Cox and quantile regression.
● Data Source:
CranContrib
● Keywords:
● Alias: cosso
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Internal cosso functions.
● Data Source:
CranContrib
● Keywords: internal
● Alias: My_solve, My_solve.QP, bigGram, cvsplitID, genK, genK.cat, rescale, wsGram
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BUPA
(Package: cosso) :
BUPA Liver Disorder Data
345 male patients' blood test result and liver disorder status.
● Data Source:
CranContrib
● Keywords:
● Alias: BUPA
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providing 
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