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We are grateful to the consortia that produced the datasets we used in this study for making their data freely available.
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We provide an alternative way to validate the results of a cluster analysis that explicitly takes into account the experimental design which produced the dataset.
All of the other surveys used to produce the datasets focused on substances known to occur in the sampled waters and effluents.
Unfortunately, the myocardin gene was not present in the microarrays used to produce the datasets [13].
Extensive simulation was performed to produce the datasets with different shapes of phenotype distributions, while varying the penetrance functions and adjusting the heritability as well.
The multiple regression equations are then set up and are used to produce the dataset for DEA analysis.
YPH and GYZ produced the test datasets.
They produced the largest dataset ever constructed for Solanum section Petota and analysed it both phenetically and phylogenetically.
Method 4 is the best alternative because, for large parts of the datasets, produced the best average and maximum objective function values and had lower time consumption than Methods 2 and 3.
BB conceived the ISIF program, GFF helped with the analyses and helped draft the manuscript, BNP produced the Arabis alpina dataset and helped for data analysis.
Improved capacity was needed at the HDSS centres level to produce the required datasets and conduct the analyses.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com