RSC Analytical Spectroscopy Series - Basic Chemometric Techniques in Atomic Spectroscopy
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Published By Royal Society Of Chemistry

9781849737968
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CHAPTER 5. Partial Least‐Squares Regression

2013 ◽  
pp. 280-347 ◽  
Author(s):  
José Manuel Andrade-Garda ◽  
Alatzne Carlosena-Zubieta ◽  
Ricard Boqué-Martí ◽  
Joan Ferré-Baldrich
Keyword(s):  
Least Squares ◽  
Partial Least Squares ◽  
Partial Least Squares Regression ◽  
Least Squares Regression

CHAPTER 3. Implementing a Robust Methodology: Experimental Designs and Optimisation

2013 ◽  
pp. 123-255
Author(s):  
Xavier Tomàs-Morer ◽  
Lucinio González-Sabaté ◽  
Laura Fernández-Ruano ◽  
María Paz Gómez-Carracedo
Keyword(s):  
Experimental Designs

CHAPTER 6. Multivariate Regression using Artificial Neural Networks and Support Vector Machines

2013 ◽  
pp. 348-397 ◽  
Author(s):  
José Manuel Andrade-Garda ◽  
Marcos Gestal-Pose ◽  
Francisco Abel Cedrón-Santaeufemia ◽  
Julián Dorado-de-la-Calle ◽  
María Paz Gómez-Carracedo
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Support Vector Machines ◽  
Multivariate Regression ◽  
Support Vector ◽  
Vector Machines ◽  
Artificial Neural
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