pow_o2m: NIPALS method for PLS2
In OmicsPLS: Data Integration with Two-Way Orthogonal Partial Least Squares
Description
Usage
Arguments
See Also
Description
Performs power method for PLS2 loadings.
Usage
1
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
OmicsPLS documentation built on May 19, 2021, 5:08 p.m.
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Description Usage Arguments See Also
Description
Performs power method for PLS2 loadings.
Usage
1 | 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
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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