Functions
Fn_princomp

Functions

template<typename T1 >
bool princomp (Mat< typename T1::elem_type > &coeff_out, Mat< typename T1::elem_type > &score_out, Col< typename T1::pod_type > &latent_out, Col< typename T1::elem_type > &tsquared_out, const Base< typename T1::elem_type, T1 > &X, const typename arma_blas_type_only< typename T1::elem_type >::result *junk=0)
 principal component analysis -- 4 arguments version coeff_out -> principal component coefficients score_out -> projected samples latent_out -> eigenvalues of principal vectors tsquared_out -> Hotelling's T^2 statistic
template<typename T1 >
bool princomp (Mat< typename T1::elem_type > &coeff_out, Mat< typename T1::elem_type > &score_out, Col< typename T1::pod_type > &latent_out, const Base< typename T1::elem_type, T1 > &X, const typename arma_blas_type_only< typename T1::elem_type >::result *junk=0)
 principal component analysis -- 3 arguments version coeff_out -> principal component coefficients score_out -> projected samples latent_out -> eigenvalues of principal vectors
template<typename T1 >
bool princomp (Mat< typename T1::elem_type > &coeff_out, Mat< typename T1::elem_type > &score_out, const Base< typename T1::elem_type, T1 > &X, const typename arma_blas_type_only< typename T1::elem_type >::result *junk=0)
 principal component analysis -- 2 arguments version coeff_out -> principal component coefficients score_out -> projected samples
template<typename T1 >
bool princomp (Mat< typename T1::elem_type > &coeff_out, const Base< typename T1::elem_type, T1 > &X, const typename arma_blas_type_only< typename T1::elem_type >::result *junk=0)
 principal component analysis -- 1 argument version coeff_out -> principal component coefficients
template<typename T1 >
const Op< T1, op_princompprincomp (const Base< typename T1::elem_type, T1 > &X, const typename arma_blas_type_only< typename T1::elem_type >::result *junk=0)

Function Documentation

template<typename T1 >
bool princomp ( Mat< typename T1::elem_type > &  coeff_out,
Mat< typename T1::elem_type > &  score_out,
Col< typename T1::pod_type > &  latent_out,
Col< typename T1::elem_type > &  tsquared_out,
const Base< typename T1::elem_type, T1 > &  X,
const typename arma_blas_type_only< typename T1::elem_type >::result *  junk = 0 
) [inline]

principal component analysis -- 4 arguments version coeff_out -> principal component coefficients score_out -> projected samples latent_out -> eigenvalues of principal vectors tsquared_out -> Hotelling's T^2 statistic

Definition at line 30 of file fn_princomp.hpp.

template<typename T1 >
bool princomp ( Mat< typename T1::elem_type > &  coeff_out,
Mat< typename T1::elem_type > &  score_out,
Col< typename T1::pod_type > &  latent_out,
const Base< typename T1::elem_type, T1 > &  X,
const typename arma_blas_type_only< typename T1::elem_type >::result *  junk = 0 
) [inline]

principal component analysis -- 3 arguments version coeff_out -> principal component coefficients score_out -> projected samples latent_out -> eigenvalues of principal vectors

Definition at line 72 of file fn_princomp.hpp.

template<typename T1 >
bool princomp ( Mat< typename T1::elem_type > &  coeff_out,
Mat< typename T1::elem_type > &  score_out,
const Base< typename T1::elem_type, T1 > &  X,
const typename arma_blas_type_only< typename T1::elem_type >::result *  junk = 0 
) [inline]

principal component analysis -- 2 arguments version coeff_out -> principal component coefficients score_out -> projected samples

Definition at line 111 of file fn_princomp.hpp.

template<typename T1 >
bool princomp ( Mat< typename T1::elem_type > &  coeff_out,
const Base< typename T1::elem_type, T1 > &  X,
const typename arma_blas_type_only< typename T1::elem_type >::result *  junk = 0 
) [inline]

principal component analysis -- 1 argument version coeff_out -> principal component coefficients

Definition at line 147 of file fn_princomp.hpp.

template<typename T1 >
const Op<T1, op_princomp> princomp ( const Base< typename T1::elem_type, T1 > &  X,
const typename arma_blas_type_only< typename T1::elem_type >::result *  junk = 0 
) [inline]

Definition at line 178 of file fn_princomp.hpp.



armadillo_matrix
Author(s): Conrad Sanderson - NICTA (www.nicta.com.au), (Wrapper by Sjoerd van den Dries)
autogenerated on Tue Jan 7 2014 11:42:07