No, it only affects how much Hp you have.
Example though, if you have a base of 100 hp and your opponent does 49 each turn, but you could Ev train to make it 150.
Then technically, it does give you more bulk.
But commonly, people EV train in Hp for things like Leftovers to heal more, or to be able to make tougher Substitutes.