Log transformation is a mathematical technique used to convert data values by applying the logarithm function, often to stabilize variance and make the data more normally distributed. This method is particularly useful in the analysis of gene expression data where measurements can span several orders of magnitude. By transforming the data, it can help improve the reliability of statistical analyses and allow for better interpretation of differential gene expression.
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