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The method available in Spectrum TIME was replicated in MATLAB to facilitate batch processing, using the fmincon function with its Levenberg Marquardt minimization method for non-linear least squares problems [ 15].
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Results are compared to those obtained by batch processing using a rotor stator-system.
Cassava starch-g-polyacrylamide (PAM) was successfully prepared by a reactive batch processing using a specially designed batch reactor resulting in a superabsorbent polymer (SAP) with water absorption of 605 g/g being obtained under the optimized reaction conditions.
Testing for differential gene expressions between MARC-145 cells and MARC-nsp11 cells was conducted separately at the exon- and gene-levels by fitting a linear model including a term to account for the separate processing batches using the Linear Models for Microarray Data (Limma) package [ 24, 25].
Illumina probe profile expression data were normalised using quantile normalisation and corrected for batch processing effects using mean-centring [ 12] and ComBat [ 21].
Illumina probe pro le expression data were normalised by quantiles and corrected for batch processing effects using ComBat [ 17].
Of the 100 replicates in our batch processing analysis used to account for phylogenetic uncertainty, the significant diversification rate shift at the ancestor of K. antennatus, was consistently identified along the same branch although slight tree-topology changes occur among the replicate sample.
To create single-line commands suitable for batch processing, we used Perl scripts written by ourselves.
It was necessary to correct for batch effects within the platforms due to date of sample processing using ComBat as described previously [ 3- 5].
For the sake of completeness, we compared the results of the sequential method to the estimates obtained after processing all data using the batch method in (4).
Unlike regular debit cards, the Eagle Cash is managed on-base, using batch processing which ensures that the cards remained useful even when connections to banks and credit unions State-side are severed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com