predict.gaussian function

Prediction for an object with S3 class "gaussian"

Predicting responses of the given design data.

## S3 method for class 'gaussian'
predict(object, newdata, lambda.idx = c(1:3), Y.pred.idx = c(1:5), ...)

Arguments

• object: An object with S3 class "gaussian"
• newdata: An optional data frame in which to look for variables with which to predict. If omitted, the traning data of the are used.
• lambda.idx: The indices of the regularizaiton parameters in the solution path to be displayed. The default values are c(1:3).
• Y.pred.idx: The indices of the predicted response vectors in the solution path to be displayed. The default values are c(1:5).
• ...: Arguments to be passed to methods.

Details

predict.gaussian produces predicted values of the responses of the newdata from the estimated beta values in the object, i.e.

Returns

• Y.pred: The predicted response vectors based on the estimated models.

Author(s)

Jason Ge, Xingguo Li, Mengdi Wang, Tong Zhang, Han Liu and Tuo Zhao

Maintainer: Jason Ge jiange@princeton.edu

See Also

picasso and picasso-package.