Once technical variation has been minimized, the comparative analysis can begin. Many researchers, particularly those at remote sites, do not have access to large-scale compute instruments and must rely on commodity hardware for data analysis; this creates the temptation to employ analysis techniques that require as little computation as possible. However, some such techniques are particularly vulnerable to artifacts caused by combining dissimilar datasets.
