Not in English you don't.
I happen to disagree with them, but they have been considered authorities on the proper way to write in the English language for many decades.
British style, on the other hand, specifies that a period goes outside the quotations.
http://blog.apastyle.org/apastyle/2011/08/punctuating-around...