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Pedigree reliabilities were obtained from the true data analysis before including progeny information.
Daughter performances were computed using estimated fixed effects from the true data analysis, simulated TBV of YS, and the distribution of dam EBV.
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In this paper, we propose to exploit the three-way structure of data and apply a true multi-way data analysis algorithm: Parallel Factor Analysis.
This is especially true for exploratory data analysis, observational studies, or classification and regression tree (CART) analysis aimed at finding potential relationships when the distribution of the response variable deviates significantly from normality.
As it is known that the normalisations used for transcriptomics can damp fold changes [ 76] it is hard to know whether this is a true biological phenomena or a data analysis artefact.
For the goals of this study, the risk of excluding true positives in the microarray data analysis outweighed the caveat of including false positives from the final list of prioritized targets.
The same holds true for the data storage and data analysis.
We used the same assessment criteria as in the real data analysis with the true network replacing Yeastract as the reference.
That argument is especially true in the setting of microarray data analysis, where one is more interested in studying as many relevant genes as possible, and less interested in sacrificing possible targets for the concern of making one mistake [ 6].
For example, we have included true randomisation, concealed allocation, blinded measurement and data analysis, and analysis by intention-to-treat.
The true (lambda (t)) is always unknown in real data analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com