Simulating ComBat: How batch correction can lead to the systematic introduction of false positive results in DNA methylation microarray studies

Systematic technical effects-also called batch effects-are a considerable challenge when analyzing DNA methylation (DNAm) microarray data, because they can lead to false results when confounded with the variable of interest.