, including cyclic loess, quantile normalization and median or mean normalization, have been utilized to normalize microarray data … measurement error. In this paper, we compare the performance of cyclic loess, quantile normalization, median normalization and no … normalization for a single-color microRNA microarray dataset. We show that the quantile normalization method works best in reducing …