orthogonalVectors: Orthogonal vectors
In EMSC: Extended Multiplicative Signal Correction
Description
Usage
Arguments
Details
See Also
Description
Create orthogonal set of vectors that resemble the original input vectors.
Usage
1
orthogonalVectors(X, dim = 1, re = TRUE)
Arguments
X
a matrix with vectors as rows (default) or columns (see below).
dim
an integer specifying which dimension is the object dimension.
re
a logical indicating if vectors should be norm-scaled before
orthogonalization and rescaled afterwards (default = TRUE).
Details
The input vectors are orthgonalized using singular value
decomposition. To make the resulting vectors similar to the input
vectors (not just any base for the same space) they are re-oriented
towards the original vectors using Procrustes rotations.
To force the procedure to handle vectors of unequal magnitudes similarilly
they are by default rescaled to norm vectors before orthogonalization and
rescaled afterwards. This can be overridden using the re paramter.
See Also
EMSC documentation built on Sept. 21, 2021, 1:06 a.m.
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Description Usage Arguments Details See Also
Description
Create orthogonal set of vectors that resemble the original input vectors.
Usage
1 | orthogonalVectors(X, dim = 1, re = TRUE)
|
Arguments
X |
a |
dim |
an integer specifying which dimension is the object dimension. |
re |
a logical indicating if vectors should be norm-scaled before orthogonalization and rescaled afterwards (default = TRUE). |
Details
The input vectors are orthgonalized using singular value decomposition. To make the resulting vectors similar to the input vectors (not just any base for the same space) they are re-oriented towards the original vectors using Procrustes rotations.
To force the procedure to handle vectors of unequal magnitudes similarilly
they are by default rescaled to norm vectors before orthogonalization and
rescaled afterwards. This can be overridden using the re paramter.
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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