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In order to prove that it is a CBIJM, we let ϕ i,j) be an entry in position (i,j), where the order of rows and columns is from 0 to 2 m −2 over Z 2 m − 1.
We found that changing the order of rows in a CM profile does not alter the module number.
However, the effectiveness of a matrix diagram is heavily dependent on the order of rows and columns.
Our parameter θ is also score invariant, is independent with respect to the order of rows and columns, and applies to any distribution.
The order of rows and columns for a biadjacency matrix is arbitrary with respect to connectivity; rows and columns can be permuted without affecting the underlying topology of the interaction network.
That is, the order of rows of the dependent variable was kept fixed and the order of the rows of the predictor variables was permuted 100,000 times and a regression was run for each 100,000 random samples.
Similar(54)
Besides the degradation of the decorrelation performance, the non-linearity of rounding makes the two-dimensional application pseudo non-separable, because the result of a 2D transform is dependent on the order of row and column decomposition.
Briefly, we shuffled the rows randomly but kept the order of row names unchanged in a genotypic data file where each column represented one SNP and each row represented one germplasm accession.
The ordering of rows is unspecified.
The ordering of rows and columns will determine the content of adjacency matrix.
This assumption implies that the ordering of rows and columns should not affect the measurement of nestedness.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com