[Master Index] [Index for export/lyngby]



Function Synopsis

[U, S, V] = lyngby_sopressvd(X, R, arg1, arg2, arg3, arg4, ...

Help text

 lyngby_sopressvd     - SOP with SVD on the residual

	function [U,S,V] = lyngby_sopresvd(X, R,
	    'PropertyName', 'PropertyValue')

       Input:  X   The datamatrix
               R   The run structure
                  'Paradigm'         The paradigm 
                  'CanComponents'    { 5 } Number of canonical values
                  'PrincComponents'  { (all) } Number of principal
                                     components maintained 

       Output: U   Canonical/Eigen sequences
               S   Canonical/Eigen values
               V   Canonical/Eigen images

       Perform Strother Orthonormalized Partial Least Square (SOP) on
       the data matrix X by using the run structure (group structure)
       R. The analysis will only the return number of components
       specified by 'CanComponents'.
       The subspace spanned by the result of this analysis is then
       returned as the first part of the result [U,S,V]. 
       The second part of the result is found by an SVD of the
       residual of the data matrix, ie, an SVD of the space
       orthogonal to SOP space. 

       See also: lyngby_sop_main, lyngby_opls, lyngby_cva, lyngby_svd

Cross-Reference Information

This function calls
This function is called by

Produced by mat2html on Wed Jul 29 15:43:40 2009
Cross-Directory links are: OFF