pow_o2m: NIPALS method for PLS2
In selbouhaddani/OmicsPLS: Data Integration with Two-Way Orthogonal Partial Least Squares
pow_o2m 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 as.matrix (if this is possible)
Y
Numeric matrix. Vectors will be coerced to matrix with as.matrix (if this is possible)
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
o2m
selbouhaddani/OmicsPLS documentation built on Aug. 25, 2022, 9:52 p.m.
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| pow_o2m | 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
o2m
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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