I work with some data that includes some "extreme outliers". E.g. timestamps that are totally unreasonable (surgery took 20 days when most take 1 hour). Is there a set of principles one can use to deal with this kind of issues and perhaps find some signal in the reasonable registrations?
Also is there a package in R dealing with outliers? I am looking for a systematic approach and a set of principles or a set of rules.