cereal {chemometrics} | R Documentation |
Data from cereals
Description
For 15 cereals an X and Y data set, measured on the same objects, is available. The X data are 145 infrared spectra, and the Y data are 6 chemical/technical properties (Heating value, C, H, N, Starch, Ash). Also the scaled Y data are included (mean 0, variance 1 for each column). The cereals come from 5 groups B=Barley, M=Maize, R=Rye, T=Triticale, W=Wheat.
Usage
data(cereal)
Format
A data frame with 15 objects and 3 list elements:
X
matrix with 15 rows and 145 columns
Y
matrix with 15 rows and 6 columns
Ysc
matrix with 15 rows and 6 columns
Details
The data set can be used for PLS2.
Source
K. Varmuza and P. Filzmoser: Introduction to Multivariate Statistical Analysis in Chemometrics. CRC Press, Boca Raton, FL, 2009.
References
K. Varmuza and P. Filzmoser: Introduction to Multivariate Statistical Analysis in Chemometrics. CRC Press, Boca Raton, FL, 2009.
Examples
data(cereal)
names(cereal)