Modification of Evolving Factor Analysis and Multivariate Curve Resolution Methods and Using their Applications in Analysis of Medicinal Plants Essential Oils, Ph.D. Dissertation Sharif University of Technology ; Jalali-Heravi, Mehdi (Supervisor) ; Ghassempour, Alireza (Co-Advisor)
Abstract
Factor analysis based methods are one of the applied methods in the Chemometrics. In this regard, some modifications on one of the factor analysis based method named fixed size moving window evolving factor analysis were done and two new methods named variable size moving window evolving factor analysis and preselected variable size moving window evolving factor analysis were introduced. The performance of the new introduced methods were examined and compared by the fixed size moving window evolving factor analysis.
Pure variable selection methods are useful for curve resolution methods which need to define an initial estimate from chromatographic profile or spectra. In this aspect the... Cataloging briefModification of Evolving Factor Analysis and Multivariate Curve Resolution Methods and Using their Applications in Analysis of Medicinal Plants Essential Oils, Ph.D. Dissertation Sharif University of Technology ; Jalali-Heravi, Mehdi (Supervisor) ; Ghassempour, Alireza (Co-Advisor)
Abstract
Factor analysis based methods are one of the applied methods in the Chemometrics. In this regard, some modifications on one of the factor analysis based method named fixed size moving window evolving factor analysis were done and two new methods named variable size moving window evolving factor analysis and preselected variable size moving window evolving factor analysis were introduced. The performance of the new introduced methods were examined and compared by the fixed size moving window evolving factor analysis.
Pure variable selection methods are useful for curve resolution methods which need to define an initial estimate from chromatographic profile or spectra. In this aspect the... Find in contentBookmark |
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