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cornell

Octane of various blends of gasoline


Description

Twelve mixture component proportions of the blend are analysed

Format

A data frame with the following parameters:

  • num mixture number

  • x1 proportion of component 1

  • x2 proportion of component 2

  • x3 proportion of component 3

  • x4 proportion of component 4

  • x5 proportion of component 5

  • x6 proportion of component 6

  • x7 proportion of component 7 Note: the 7 variables are correlated since they sum up to 1

  • y octane (quantitative variable)

Value

Data frame (numeric type only; the first column can be transformed into row names) with 12 rows and 9 columns corresponding to the 'num'ber of the mixture (column 1), the proportion of each of the 7 'x' components within the mixture (columns 2-8), and the octane indice 'y' (column 9). For details see the 'Format' section above.

Source

Tenenhaus (1998), Table 6, page 78.

References

Tenenhaus (1998). La regression PLS: theorie et pratique. Paris: Editions Technip.


ropls

PCA, PLS(-DA) and OPLS(-DA) for multivariate analysis and feature selection of omics data

v1.22.0
CeCILL
Authors
Etienne A. Thevenot <etienne.thevenot@cea.fr>
Initial release
2020-03-05

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