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

Description Usage Arguments Value Author(s) Examples

Description

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

Usage

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

Arguments

object

rq.pen object.

newx

Matrix of covariates used for prediction.

...

Needed for consistency with generic predict.

Value

Returns predicted values from the model.

Author(s)

Ben Sherwood

Examples

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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)


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