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jan2003
2009 Mar 03
3
PLS regression on near infrared (NIR) spectra data
...migrate to R. The matrix of spectral variables is very large (2345 columns
and n lines, where n = samples), so we used Partial Least Squares Regression
to predict a variable y (content of cellulose, for instance) based on the
spectral variables, which are the NIR wavelengths.
I am new here (since jan2009) and up to now, I not seen anyone commenting
about principal component analysis and regression PLS to analyze spectral
information in R system. Sorry, I am a R starter...
Anybody have any package, or trick to suggest me?
Grateful for yours information!
--
Paulo Ricardo Gherardi Hein
PhD candidat...