nipalsSoftK: NIPALS algorithm with soft thresholding operator
In mengchen18/mogsa: Multiple omics data integrative clustering and gene set analysis
Description
Usage
Arguments
Value
Author(s)
See Also
Description
An internal function called by mbpca.
Usage
1
nipalsSoftK(x, maxiter, k)
Arguments
x
The input matrix, rows are observations, columns are variables
maxiter
# of maximum interation the algorithm can run
k
The number (>=1) or proportion (<1) of variables want to keep. It
could be a single value or a vector has the same length as x so the sparsity
of individual matrix could be different.
Value
an list object contains the following elements:
tb - the block scores
pb - the block loadings
t - the global scores
w - the wegihts of block scores to construct the global score.
Author(s)
Chen Meng
See Also
mengchen18/mogsa documentation built on June 7, 2020, 6:05 p.m.
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Description Usage Arguments Value Author(s) See Also
Description
An internal function called by mbpca.
Usage
1 | nipalsSoftK(x, maxiter, k)
|
Arguments
x |
The input matrix, rows are observations, columns are variables |
maxiter |
# of maximum interation the algorithm can run |
k |
The number (>=1) or proportion (<1) of variables want to keep. It could be a single value or a vector has the same length as x so the sparsity of individual matrix could be different. |
Value
an list object contains the following elements:
tb - the block scores
pb - the block loadings
t - the global scores
w - the wegihts of block scores to construct the global score.
Author(s)
Chen Meng
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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