coef.xtune |
Extract model coefficients from fitted 'xtune' object |
diet |
Simulated diet data to predict weight loss |
estimateVariance |
Estimate noise variance given predictor X and response Y. |
example |
An simulated example dataset |
gene |
Simulated gene data to predict weight loss |
misclassification |
Calculate misclassification error |
mse |
Calculate mean square error |
predict.xtune |
Model predictions based on fitted 'xtune' object |
xtune |
Tuning differential shrinkage parameters in penalized regression based on external information. |
xtune.control |
Control function for xtune fitting |