Election forensics is concerned with uncovering irregular patterns in aggregate
election data. One possible explanation for these observed irregularities is election fraud. Just as in diagnosing the cause of a medical condition, several possible “diagnoses” can be made concerning symptoms observed in election data. This dissertation aims to improve the ability to determine the cause of these observed vote irregularities.