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There existed some limitations in this study, and we tried to settle those problems before our data analysis.
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Before we start with our data analysis, we will check if our data is normally distributed.
Sample assignment was made before the data analysis of our previous study and therefore the three subsets basically correspond to the previous study, except for four samples that failed during analysis (one control and one EO-PE woman in the training set, one control and one LO-PE woman in the test set).
Outliers in the original ultrasonic wave time (t) data are eliminated before the data analysis using Grubbs' test.
Before starting data analysis, flow regimes need to be established, so that non-laminar data points can be discarded.
Thus, we can reduce the requirements of sound field of a shallow water environment modeling before the data analysis.
Normalizing procedures are performed on all positive selection scores before any data analysis takes place.
All data obtained from the RT-QPCR analysis were log transformed before using data analysis with one-way ANOVA.
Tissue for immunocytochemistry was collected as before and data analysis performed also as before.
However, it is important to use an appropriate data pretreatment method before starting data analysis.
An additional approach was taken, removing cross-hybridizing probes before quantitative data analysis (data not shown).
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