gasoline: Octane numbers and NIR spectra of gasoline
Description
Near-infrared reflectance spectra and octane numbers of 60 gasoline
samples. Each NIR spectrum consists of log(1/reflectance) measurements at
401 wavelengths, in 2-nm intervals from 900 nm to 1700 nm. We thank Prof.
John Kalivas for making this data set available.source
Kalivas, John H. (1997). Two data sets of near infrared spectra.
Chemometrics and Intelligent Laboratory Systems, 37, 255--259.References
For applications of functional principal component regression
to this data set:
Reiss, P. T., and Ogden, R. T. (2007). Functional principal component
regression and functional partial least squares. Journal of the
American Statistical Association, 102, 984--996.
Reiss, P. T., and Ogden, R. T. (2009). Smoothing parameter selection for a
class of semiparametric linear models. Journal of the Royal
Statistical Society, Series B, 71(2), 505--523.