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This study presents an analysis of bias plots generated from the MAQC dataset using Procedure 3. The aim is to evaluate the potential biases in microarray data and illustrate the differences when applying various reweighting methods. By conducting a comprehensive comparison, we provide insights into how these methods influence bias detection and correction, enhancing the reliability of genomic data analysis. The findings may assist researchers in selecting appropriate methods for bias correction in high-dimensional data.
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Additional file 12. Bias plots for MAQC data using procedure 3 and comparing with reweighting methods.