predict.pcr {fdasrvf}

Elastic Prediction for functional PCR Model

Description

This function performs prediction from an elastic pcr regression model with phase-variability

Usage

## S3 method for class 'pcr'
predict(object, newdata = NULL, y = NULL, ...)

Arguments

object

Object of class inheriting from "elastic.pcr.regression"

newdata

An optional matrix in which to look for variables with which to predict. If omitted, the fitted values are used.

y

An optional vector of responses to calculate SSE. If omitted, SSE is NULL

...

additional arguments affecting the predictions produced

Value

Returns a list containing

y_pred

predicted values of newdata

SSE

sum of squared errors

References

J. D. Tucker, J. R. Lewis, and A. Srivastava, “Elastic Functional Principal Component Regression,” Statistical Analysis and Data Mining, 10.1002/sam.11399, 2018.