designating a column as primary key after creation

Why does postgres choke on the following:

alter table mytable add constraint mycolumn_pk primary key(mycolumn);

is this possible in a postgres database?  if not, what's an easy
workaround, i really need to have this column as primary key. 

Thanks!

-Fran