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In addition, raw data was exported to Excel and an in-house macro was used to duplicate the analysis.
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Index structures are generated to store analysis results that may be interesting to other users, so that the results are readily available without duplicating the analysis.
I was going to write a big ol' thing on this, but the fact is that I'd just be duplicating the analysis over at Brainstorm Tech and Daring Fireball.
We duplicated the analysis using WinBUGS [ 27], a Bayesian modeling program that uses Markov chain Monte Carlo computing.
42 50622 106 108 117 120 Attempting to extrapolate a composite score for the individual studies would have essentially duplicated the analysis on respiratory distress syndrome.
As the overall level of activation of two homotopic areas in the left and the right hemispheres may have an influence on its corpus callosum connections, we duplicated the same analysis after regressing out the left and right hemispheres average level of activity for every functionally lateralised voxel.
The robustness of our results to the tree topology is examined later, by duplicating the analysis using the ML tree under the GTR+G model (PhyML) [21].
A rival would have to spend significant capital to duplicate that analysis.
Although duplicate reporting was considered highly unlikely because of the use of a structured questionnaire and because we excluded suspected duplicates from the analysis, we cannot entirely rule out the possibility of over-reporting.
In order to avoid duplicates in the analysis, probes representing the same gene symbol in Illumina™ data were replaced with their average intensity before applying the GSEA.
We used the mean of the duplicates in the analysis.
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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