FPCdpca (version 0.1.0)

FPC: FPC

Description

FPC is a technology that applies FPC A to distributed computing environments.

Usage

FPC(data,K,nk)

Value

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

Arguments

data

is a data set matrix.

K

is the desired target rank.

nk

is the size of subsets.

Examples

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)