pcds (version 0.1.4)

cl2Mc.int: The closest points to center in each vertex region in an interval

Description

An object of class "Extrema". Returns the closest data points among the data set, Dt, in each \(M_c\)-vertex region i.e., finds the closest points from right and left to \(M_c\) among points of the 1D data set Dt which reside in in the interval int\(=(a,b)\).

\(M_c\) is based on the centrality parameter \(c \in (0,1)\), so that \(100c\) % of the length of interval is to the left of \(M_c\) and \(100(1-c)\) % of the length of the interval is to the right of \(M_c\). That is, for the interval \((a,b)\), \(M_c=a+c(b-a)\). If there are no points from Dt to the left of \(M_c\) in the interval, then it yields NA, and likewise for the right of \(M_c\) in the interval.

See also (ceyhan:metrika-2012;textualpcds).

Usage

cl2Mc.int(Dt, int, c)

Value

A list with the elements

txt1

Vertex Labels are \(a=1\) and \(b=2\) for the interval \((a,b)\).

txt2

A short description of the distances as "Distances from ..."

type

Type of the extrema points

desc

A short description of the extrema points

mtitle

The "main" title for the plot of the extrema

ext

The extrema points, here, closest points to \(M_c\) in each vertex region

X

The input data vector, Dt.

num.points

The number of data points, i.e., size of Dt

supp

Support of the data points, here, it is int.

cent

The (parameterized) center point used for construction of vertex regions.

ncent

Name of the (parameterized) center, cent, it is "Mc" for this function.

regions

Vertex regions inside the interval, int, provided as a list.

region.names

Names of the vertex regions as "vr=1", "vr=2"

region.centers

Centers of mass of the vertex regions inside int.

dist2ref

Distances from closest points in each vertex region to \(M_c\).

Arguments

Dt

A set or vector of 1D points from which closest points to \(M_c\) are found in the interval int.

int

A vector of two real numbers representing an interval.

c

A positive real number in \((0,1)\) parameterizing the center inside int\(=(a,b)\). For the interval, int\(=(a,b)\), the parameterized center is \(M_c=a+c(b-a)\).

Author

Elvan Ceyhan

References

See Also

cl2CC.TbVR and cl2CC.VR

Examples

c<-.4
a<-0; b<-10; int<-c(a,b)

Mc<-centMc(int,c)

nx<-10
xr<-range(a,b,Mc)
xf<-(xr[2]-xr[1])*.5

dat<-runif(nx,a,b)

Ext<-cl2Mc.int(dat,int,c)
Ext
summary(Ext)
plot(Ext)

cl2Mc.int(dat[1],int,c)
cMc<-cl2Mc.int(dat,int,c)

Xlim<-range(a,b,dat)
xd<-Xlim[2]-Xlim[1]

plot(cbind(a,0),xlab="",pch=".",xlim=Xlim+xd*c(-.05,.05))
abline(h=0)
abline(v=c(a,b,Mc),col=c(1,1,2),lty=2)
points(cbind(dat,0))
points(cbind(c(cMc$ext),0),pch=4,col=2)
text(cbind(c(a,b,Mc),-0.1),c("a","b","Mc"))

n<-10  #try also n<-20
dat<-runif(n,a-5,b+5)
cl2Mc.int(dat,c(a,b),c)

dat<-runif(n,a+b,b+10)
cl2Mc.int(dat,int,c)

c<-.4
a<-0; b<-10; int<-c(a,b)
n<-10
dat<-runif(n,a,b)
cl2Mc.int(dat,int,c)