fda.usc (version 1.5.0)

rp.flm.statistic: Statistic for testing the FLM using random projections

Description

Random projections statistic (PCvM) for the Functional Linear Model with scalar response (FLM): \(Y=\big<X,\beta\big>+\varepsilon\).

Usage


rp.flm.statistic(proj.X,residuals,proj.X.ord=NULL,verbose=FALSE,F.code=TRUE)

Arguments

proj.X

Functional projections covariate for the FLM. The object must be either in the class fdata or in the class fd. It is used to compute the matrix of inner products.

residuals

Residuals of the estimated FLM.

proj.X.ord

Order projections.

verbose

Either to show or not information about computing progress.

F.code

logical, Check if the fortran dll is loaded

Value

Return a list containing the following components:

rp.flm.statistic

The value of the statistic.

proj.X.ord

Order projections.

See Also

rp.flm.test