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The cleaning of data removes variation from the process, so that the team can get a good clean look at the process, the common variation and the potential of the system.
Normalization of the data, which attempts to remove variation within and across arrays, was performed using the Robust Multichip Average (RMA) method at the probe level [ 55, 56].
The comparison was made at three points in the analytical process: 1) after normalization to remove variation in overall chip intensity 2) after statistical analysis of the data and, 3) after examining the differentially expressed gene lists.
The GPA thus removes variation among samples due to location, orientation, and scale [63].
This suggests that full-sib mating has been fairly ineffective at removing variation.
EEJ variations for each day of the 4 months are obtained by subtracting midnight-mean-removed variation at a low-latitude station (PBR, HYB) from midnight-mean-removed variation at the EEJ station (CBY, VEN).
Based on the assumption that adaptive mutations are likely to be dominant, positive selection should drive these mutations to high population frequency removing genetic variation at linked sites and thus leaving characteristic molecular signatures of complete selective sweeps.
removed unwanted variation.
First, the research design removed spatial variation by sampling a single tree.
Most specimens were taken in the mornings with subjects at rest thereby removing diurnal variation and exertion induced changes as confounding pre-analytical factors.
The reference atmosphere is based on the near-global OSIRIS data set, where the data obtained at 0600 and 1800 LT are averaged to remove diurnal tidal variations at low latitudes.
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