But it's a good idea to follow the steps shown in order as much as possible. For example, it's better to deal with missing data before dealing with bad data, because after you get rid of missing data, ...

Missing data threaten the validity of many clinical ... with disorders that make follow-up especially difficult — for example, substance dependence or some mental illnesses.