predict.swReg: Get predictions for a given swReg model

In marjoleinF/swReg: Perform forward stagewise regression

Description

predict.swReg returns predictions for a given swReg model

Usage

## S3 method for class 'swReg'
predict(object, newdata = object$data$X, ...)

Arguments

object	an R object resulting from application of swReg
newdata	a dataframe or matrix with predictor variable values.
...	currently not used.

Value

A vector of predictions for newdata.

Examples

## Example using Boston Housing data:
 library(MASS)
 X <- as.matrix(Boston[1:400,-14])
 Y <- Boston$medv[1:400]
 swReg1 <- swReg(X, Y, stepsize = .01)
 swReg2 <- swReg(X, Y, stepsize = .01, standardizeY = FALSE)
 plot.swReg(swReg1, newdata = Boston[401:502,-14])
 plot.swReg(swReg2, newdata = Boston[401:502,-14])

marjoleinF/swReg documentation built on May 21, 2019, 11:47 a.m.