Can statistical modeling approaches be used to provide support for timing measurements?

In general, statistical modeling approaches are not applicable to timing analysis of software as software timing behavior does not fit standard statistical assumptions.

In some cases, software timing behavior may fit standard statistical assumptions, but this is the exception rather than the rule and must be proven before relying on results from statistical modeling.