Filtering out PCR duplicate reads and reads with mapping qualities lower than 37 reduces noise in copy number analysis by removing low-quality alignments that could contribute to artifactual copy number variations. This quality control step reduces the average read count per sample but improves the reliability of subsequent copy number parameter estimationestimates. [@scheinin_dna_2014]