Applied and theoretical papers in statistics usually contain a number of notational conventions which are currently lacking in the popular amsmath package. The seasoned LaTeX user will see that the provided commands are simple, almost trivial, but will hopefully offer less cluttered preambles as well as a welcome help for novice users.
See Section 2 of the documentation.