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Both tests were conducted using the Excel Macro kgtests (Bilgin 2007).
We determined the azimuth using the Excel Macro (© W.F. Towne) Sun2007 and the time (GMT in minutes) for each waggle run.
Extraction of the gene data was performed using the excel macro Gene_ Search and 1951 unique genes were identified in these 37 gene sets.
To examine overlaps of GO-terms, pairs of GO-term-test files were compared using the Excel Macro as described above for comparison of single gene overlaps.
Using the Excel macro for GLI [ 18], reference values, lower limit of normal (LLN), Z-scores and percentiles for FEV1, FVC and the FEV1/FVC ratio were calculated for each subject in the reference population.
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Excel Visual Basic macros were used to calculate likelihoods, and parameters were estimated by maximizing the likelihood using the Excel optimizer routine.
In addition, for each individual, we calculated homozygosity by locus (HL) using microsatellite allele data and the Excel macro Cernicalin [77].
The distribution of alleles at microsatellite loci were examined for signs of population expansion using the intra-locus k test as implemented in the Excel Macro KGTESTS [ 53].
Fold changes in expression levels were calculated using the MS-Excel macros (Biorad) where the lowest expression value was set to one.
ML and TW designed the Excel macro to normalize the microarray data.
When dots marking ring-boundaries are changed and the Excel macro is run, graphs and correlations in Excel are updated automatically.
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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