pluton {cluster}R Documentation

Isotopic Composition Plutonium Batches

Description

The pluton data frame has 45 rows and 4 columns, containing percentages of isotopic composition of 45 Plutonium batches.

Usage

data(pluton)

Format

This data frame contains the following columns:

Pu238
the percentages of (238)Pu, always less than 2 percent.
Pu239
the percentages of (239)Pu, typically between 60 and 80 percent (from neutron capture of Uranium, (238)U).
Pu240
percentage of the plutonium 240 isotope.
Pu241
percentage of the plutonium 241 isotope.

Details

Note that the percentage of plutonium~242 can be computed from the other four percentages, see the examples.

In the reference below it is explained why it is very desirable to combine these plutonium patches in three groups of similar size.

Source

Available as ‘pluton.dat’ in the archive http://win-www.uia.ac.be/u/statis/datasets/clusplot-examples.tar.gz

References

Rousseeuw, P.J. and Kaufman, L and Trauwaert, E. (1996) Fuzzy clustering using scatter matrices, Computational Statistics and Data Analysis 23(1), 135–151.

Examples

data(pluton)

hist(apply(pluton,1,sum), col = "gray") # between 94% and 100%
pu5 <- pluton
pu5$Pu242 <- 100 - apply(pluton,1,sum) # the remaining isotope.
pairs(pu5)

[Package cluster version 1.9.8 Index]