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Multivariate analysis and preprocessing of spectral data

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Multivariate analysis and preprocessing of spectral data

by Kateryna Artyushkova

 

21 Jun 2007 (Updated 22 Jun 2007)

GUI for MVA of spectral data including various preprocessing options and three types of MVA analysis

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Description

SPECTRAL_MVA is a GUI for running Multivariate analysis of spectroscopic data
Initially designed for analysis of X-ray Photoelectron spectra, can be used for analysis of any type of data tables, containing spectra or any other data
Opens MAT files with or without a variable X. Opens VMS files (XPS spectra) either from original vision software or CASAXPS software

Preprocessing options of SMOOTHING, NORMALIZING, DERIVATIZING and SHIFTING spectra

Three MVA methods - PCA, SIMPLISMA and MCR
PLS_TOOLBOX from Eigenvector is a must

MATLAB release MATLAB 7.4 (R2007a)
Other requirements PLS_Toolbox from Eigenvector.com
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Updates
22 Jun 2007

missing dependent file match.m

Tag Activity for this File
Tag Applied By Date/Time
statistics Kateryna Artyushkova 22 Oct 2008 09:16:50
probability Kateryna Artyushkova 22 Oct 2008 09:16:50
multivariate Kateryna Artyushkova 22 Oct 2008 09:16:50
spectra Kateryna Artyushkova 22 Oct 2008 09:16:50
xps Kateryna Artyushkova 22 Oct 2008 09:16:50
mcr Kateryna Artyushkova 22 Oct 2008 09:16:50
simplisma Kateryna Artyushkova 22 Oct 2008 09:16:50
pca Kateryna Artyushkova 22 Oct 2008 09:16:50
xray Gabriel 18 Jul 2009 10:09:41

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