Median |
Measurements are divided by the median of all sample wells in the plate |
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Shorth |
The midpoint of the 'shorth' of the distribution of all sample wells is used for normalization |
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Mean |
Measurements are divided by the mean of all sample wells in the plate |
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Negatives |
Measurements are divided by the median of negative controls in the plate |
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Percent control |
Measurements are divided by the mean of the plate's positive control |
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Normalized percent control |
Measurements are divides by the difference of the plates positive and negative controls |
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B-score |
A two-way (row and column) median polish is applied to each plate |
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Robust local fit regression |
Spatial effects are normalized by fitting a bivariate local regression |
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Loess regression |
Spatial effects are normalized using Loess regression |