For NGS experiments using unique molecular identifiers (UMIs), molecules that are lost entirely during sequencing cause under- estimation of the molecule count, and amplification artifacts like PCR chimeras cause over-estimation. TRUmiCount corrects UMI data for both types of errors, thus improving the accuracy of measured molecule counts considerably.