pow_o2m {OmicsPLS} | R Documentation |
NIPALS method for PLS2
Description
Performs power method for PLS2 loadings.
Usage
pow_o2m(X, Y, n, tol = 1e-10, max_iterations = 1000)
Arguments
X |
Numeric matrix. Vectors will be coerced to matrix with |
Y |
Numeric matrix. Vectors will be coerced to matrix with |
n |
Integer. Number of joint PLS components. Must be positive. |
tol |
Double. Threshold for which the NIPALS method is deemed converged. Must be positive. |
max_iterations |
Integer. Maximum number of iterations for the NIPALS method. |
See Also
[Package OmicsPLS version 2.1.0 Index]