countries {ElemStatLearn} | R Documentation

## Country Dissimilarities

### Description

Political science students were asked to give p[airwise dissimilarities for 12 countries.

### Usage

    data(countries)

### Format

The format is: num [1:12, 1:12] 0 5.58 7 7.08 4.83 2.17 6.42 3.42 2.5 6.08 ... - attr(*, "dimnames")=List of 2 ..$ : chr [1:12] "BEL" "BRA" "CHI" "CUB" ... ..$ : chr [1:12] "BEL" "BRA" "CHI" "CUB" ...

### Details

These are average dissimilarities over students.

### Source

Kaufman, L. and Rousseeuw, P. (1990) Finding Groups in data: An Introduction to Cluster Analysis, Wiley, New York.

### Examples

    str(countries)
    colnames(countries)
    rownames(countries)
    if(require(MASS)){
    # We use multidimensional scaling:
       if(interactive())par(ask=TRUE)
       countries.cmdscale <- cmdscale(countries, k=2, eig=TRUE)
       eqscplot(countries.cmdscale$points)
       countries.sam <- sammon(countries)
       eqscplot(countries.sam$points)
    }

[Package ElemStatLearn version 0.1.1 Index]