You can sometimes left the (x) out, but it requires some judgment, so it's better not to until you're confident with that.
The thing is that x marks the variable, you read "f as a function of x". It makes very much sense, if you have constants in the function.
Example 1: You are working t hours with a salary of m dollars per an hour. Your earnings as a function of time worked is
e(t)=tm.
As a function of your hourly salary it is
e(m)=tm.
In the function above you think m as a constant and t as a variable. In the function below t is a constant and m is variable.
Example 2: If you drop ball from the altitude of a meters at the moment t=0, it's altitude will be f(t)=a-1/2 gt^2 (here g is the gravitational constant). Now the (t) part says, that you are talking about ball's altitude as a function of time.
Example 3: You change the original altitude of ball, and are interested about it's altitude one second after the drop, now the variable is a:
g(a)=a-1/2 gt^2 =a-1/2 g
(Yes, the ball will hit the ground at some moment, and that means these functions aren't applicable for all t:s and a:s, but let's not go into that).
Note that as a courtesy to all you yankees out there I used dollars as the unit of money!!!!