FPCdpca (version 0.4.0)

FPC: FPC

Description

FPC

Usage

FPC(data,K,nk)

Value

MSEv1,MSEv2,MSEvopt,MSESopt1,MSESopt2,MSESopt,MSEShat,MSESba,MSESw

Arguments

data

is a data set

K

is an index subset/sub-vectoris

nk

is an index subset/sub-vectoris for each block

Examples

library(matrixcalc)
K=20; nk=500; p=8; n=10000;m=50
data=matrix(c(rnorm((n-m)*p,0,1),rpois(m*p,100)),ncol=p)
FPC(data=data,K=K,nk=nk)