Tag: Code
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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
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DQ2
Calculates the discriminant Q2 score. Source code accompanying the paper Discriminant Q2 for improved discrimination in PLSDA models
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RV modified
Modified RV-coefficient for matrix correlations for high dimensional data Reference: Matrix correlations for high-dimensional data: the modified RV-coefficientA.K. Smilde, H.A.L. Kiers, S. Bijlsma, C.M. Rubingh and M.J. van ErkBioinformatics Advance Access published December 10 2008 (Oxford University Press)
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MLPLSDA
MLPLSDA: Multilevel Data Analysis Also download the related tutorial
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Crossfit
A Model generating Global, Local and Crossfit models of crossed data with two factors, time and treatment.
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Endocrine pulse identification
Accompanying the paper Endocrine pulse identification using penalized methods and a minimum set of assumptions
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Grey component analysis
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Time lagged correlation matrix
The code accompanying the paper Reverse engineering of metabolic networks, a critical assessment by Diana M. Hendrickx, Margriet M. W. B. Hendriks, Paul H. C. Eilers, Age K. Smilde and Huub C. J. Hoefsloot. Mol. BioSyst, Advance Article (2011)
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Jacobian
Fourth order approximation of the time derivatives of metabolite concentrations and calculation of the Jacobian.
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Vertex-edge incidence matrix by using the zero slopes method.