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It is possible to reduce the complexity of computing the expected distance in this special case by a linear factor.
In summary, as for the impact of sparsification, [ 29] claims that sparsification reduces the time complexity by a linear factor.
Our goal is to search for a group of hidden factors, F n × r, such that B and F jointly regulate a gene module, with relationships represented by a linear factor model, (1) G q × n (m o d u l e ) = L q × (m + r ) [ B n × m F n × r ] T + E q × n where q is the number of genes in the module, L is the regulation strength matrix, and E is the residual matrix.
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Since each B i k Open image in new window is obtained by applying a linear factor to B i k - 1 Open image in new window and B i + 1 k - 1 Open image in new window, we see that degrees actually increased by 1 at each step.
Sunitinib AUC was linked to the production rate (Kin) by a linear slope factor (dBPDrug effect).
We show that developmental plasticity of HPA and fear responses in rats cannot be explained by a linear single-factor model based on environment-dependent variation in active maternal care.
The measured speckle contrast is multiplied by this linear factor in order to estimate the true speckle contrast during data processing.
TiO2 wt % was converted to μ s ′ by estimating a linear conversion factor.
Evidence of non-linear associations was investigated using cubic splines, with non-linearity represented by piece wise linear factors in final models.[11] All analyses were performed using Stata statistical software (release 11, StataCorp, USA).
From the model we can see that each row of X is modeled by a linear combination of the factors (rows of S), indicating that the variability of the original p feature patterns can be explained by only k latent factors.
This is given by the change in expression of the gene and by a linear function of the perturbation factors of all the other genes in the pathway.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com