rqPen (version 2.3)

predict.rq.pen: Prediction from a quantile regression penalized model

Description

Returns predicted values from "rq.pen" object for "newx" covariates.

Usage

# S3 method for rq.pen
predict(object, newx,...)

Value

Returns predicted values from the model.

Arguments

object

rq.pen object.

newx

Matrix of covariates used for prediction.

...

Needed for consistency with generic predict.

Author

Ben Sherwood

Examples

x <- matrix(rnorm(800),nrow=100)
y <- 1 + x[,1] - 3*x[,5] + rnorm(100)
lassoModel <- rq.lasso.fit(x,y,lambda=1)
n2 <- matrix(rnorm(80),nrow=10)
preds <- predict(lassoModel,n2)