lplsData {multiblock} | R Documentation |
L-PLS data simulation for exo-type analysis
Description
Three data blocks are simulated to express covariance in an exo-L-PLS direction (see lpls
.
Dimensionality and number of underlying components can be controlled.
Usage
lplsData(I = 30, N = 20, J = 5, K = 6, ncomp = 2)
Arguments
I |
|
N |
|
J |
|
K |
|
ncomp |
|
Value
A list
of three matrices with dimensions matching in an L-shape.
Author(s)
Solve Sæbø (adapted by Kristian Hovde Liland)
See Also
Overviews of available methods, multiblock
, and methods organised by main structure: basic
, unsupervised
, asca
, supervised
and complex
.
Examples
lp <- lplsData(I = 30, N = 20, J = 5, K = 6, ncomp = 2)
names(lp)
[Package multiblock version 0.8.8.1 Index]