remove.projections: Identify candidate points making up all marginal...

In demu: Optimal Design Emulators via Point Processes

Description

remove.projections() is a helper function to identify all lower-dimensional marginal projection points of the existing design points indexed by curpts. This function can be used to remove a subset of points from the candidate set in order to enforce non-collapsingness of when sequentially adding design points.

Usage

remove.projections(curpts,X)

Arguments

curpts	Indices of points currently in the design
X	An n x p matrix of all candidate points

Value

A list containing the vector curpts, the vector projpts which contains the identified projection points of the current design, and allpts.

See Also

demu-package sim.dpp.modal.seq

Examples

library(demu)

n1=3
n2=3
n3=3
rho=rep(1e-10,2)
ngrid=10

x=seq(0,1,length=ngrid)
X=as.matrix(expand.grid(x,x))
l.d=makedistlist(X)

# Initial design
R=rhomat(l.d,rho)$R
pts.1=sim.dpp.modal(R,n1)
pts.1.proj=remove.projections(pts.1,X)

# Plot - design points in black, design+projection points in grey.
#plot(X,xlim=c(0,1),ylim=c(0,1))
#points(X[pts.1.proj$projpts,],pch=20,cex=2,col="grey")
#points(X[pts.1,],pch=20,cex=2)

demu documentation built on Jan. 13, 2020, 5:06 p.m.