multiplicativeMatrix: Generate an multiplicative approximation of a data matrix
In SIMPLICA: Biclustering via Simplivariate Component Analysis
View source: R/multiplicativeMatrix.R
multiplicativeMatrix R Documentation
Generate an multiplicative approximation of a data matrix
Description
Approximates a data matrix using a low-rank multiplicative model based on
a fixed outer product of centered row and column effects.
Usage
multiplicativeMatrix(mat)
Arguments
mat
A numeric matrix with values to approximate.
Details
The model assumes:
M[i,j] = mu + a * rowEffect[i] * colEffect[j]
where mu is the overall mean of the input matrix, and
rowEffect and colEffect are centered integer sequences.
Value
A numeric matrix of the same size as mat, containing the fitted values.
SIMPLICA documentation built on Sept. 11, 2025, 1:08 a.m.
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View source: R/multiplicativeMatrix.R
| multiplicativeMatrix | R Documentation |
Generate an multiplicative approximation of a data matrix
Description
Approximates a data matrix using a low-rank multiplicative model based on a fixed outer product of centered row and column effects.
Usage
multiplicativeMatrix(mat)
Arguments
mat |
A numeric matrix with values to approximate. |
Details
The model assumes:
M[i,j] = mu + a * rowEffect[i] * colEffect[j]
where mu is the overall mean of the input matrix, and
rowEffect and colEffect are centered integer sequences.
Value
A numeric matrix of the same size as mat, containing the fitted values.
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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