Tag: Matlab
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Smooth PCA
Download the Matlab source code below
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Principal Covariates Regression/PARAFAC
Download the Matlab source code below
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Multilevel Simultaneous Component Analysis
Download the Matlab source code for MSCA below
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Bagged Clustering k-means
Download the Matlab source code below
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Multiway Multiblock Component and Covariates Regression Models
Download the Matlab source below
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Direct Orthogonal Signal Correction
Download the Matlab code for DOSC
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Crossvalidation for Continuous Piecewise Direct Standardization.
Reference: Optimizing Meta-parameters in Continuous Piecewise Direct StandardizationHans K. Barring, Hans F.M. Boelens, Onno E. de Noord, Age K. SmildeApplied Spectroscopy, accepted december 2000.
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ANOVA Simultaneous Component Analysis
Download the Matlab code for ANOVA Simultaneous Component Analysis (ASCA)
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Maximum Likelihood Scaling
Maximum Likelihood Scaling (MALS)
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Principal Component Discriminant Analysis
Download the Matlab source code for PCDA below. Also see for the application of this method Assessing the statistical validity of proteomics based biomarkers Suzanne Smit, Mariëlle J. van Breemen, Huub C.J. Hoefsloot, Age K. Smilde, Johannes M.F.G. Aerts and Chris G. de Koster, Analytica Chimica Acta, 592(2) (2007), 210-217 Gaucher data