This has been the case for what feels like forever now, and Google have on several occasions clarified they have no intention of changing the cache time on these files to "fix" the Page Speed score result for sites that use Google Analytics.

I personally find that most of the workarounds for this are usually more technically offensive than living with a marginally lower score on this often somewhat arbitrary test.