Description Usage Arguments Details Value Author(s) References See Also Examples
This function performs the representation of HJ Biplot (Galindo, 1986).
1 | HJBiplot (X, Transform.Data = 'scale')
|
X |
array_like; |
Transform.Data |
character; |
Algorithm used to construct the HJ Biplot. The Biplot is obtained as result of the configuration of markers for individuals and markers for variables in a reference system defined by the factorial axes resulting from the Decomposition in Singular Values (DVS).
HJBiplot
returns a list containing the following components:
eigenvalues |
array_like; |
explvar |
array_like; |
loadings |
array_like; |
coord_ind |
array_like; |
coord_var |
array_like; |
Mitzi Cubilla-Montilla, Carlos Torres-Cubilla, Ana Belen Nieto Librero and Purificacion Galindo Villardon
Gabriel, K. R. (1971). The Biplot graphic display of matrices with applications to principal components analysis. Biometrika, 58(3), 453-467.
Galindo, M. P. (1986). Una alternativa de representacion simultanea: HJ-Biplot. Questiio, 10(1), 13-23.
1 |
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