Filling multiple inputs with randomized values in one button click

I am trying to build the user interface for an online character creator app using jQuery. I am trying to randomly generate character stats with one button click. This is my first time using jQuery in a non-trivial application.

The issue is that when I click the button, not numbers are generated inside the forms. If I remove the disabled attribute it still doesn't work, so I know that isn't the problem.

If I was to take a stab at it I would guess $() in jQuery doesn't like taking variables, but if that is the case, I don't know how the right way to do this would be. The example for filling out multiple forms with one click on the jQuery site isn't useful for this purpose since I need to make sure the dice function is called separately to fill each form.

My javascript code looks like this:

$(document).ready(function(){

    //stats as an array
    stats = ["#smarts", "#rwp", "#driving", "#cool", "#bod", "#luck", "#looks", "#bonk"];

    //roll dice function
    function dice (x, n, y) {
        var result = 0;
        for(i = 0; i < x; i++) {
            result = result + Math.floor((Math.random() * n) + 1);
        }
        result = result + y;
        return result;
    }

    //roll each stat function
    function rollStats(stats) { 
        for(stat in stats) {
            $(stat).val(dice(1, 6, 0));
        }
    }

    //on button click roll each stat
    $("#stats").click(rollStats(stats));

});

And for reference the relevant part of my html form looks like this:

  <form class="create-teenager">
      Smarts:
      <input type="number" name="smarts" id="smarts" disabled />
      <br/><br/>

      Relationship with Parents:
      <input type="number" name="rwp" id="rwp" disabled />
      <br/><br/>

      Driving:
      <input type="number" name="driving" id="driving" disabled />
      <br/><br/>

      Cool:
      <input type="number" name="cool" id="cool" disabled />
      <br/><br/>

      Bod:
      <input type="number" name="bod" id="bod" disabled />
      <br/><br/>

      Luck:
      <input type="number" name="luck" id="luck" disabled />
      <br/><br/>

      Looks:
      <input type="number" name="looks" id="looks" disabled />
      <br/><br/>

      Bonk:
      <input type="number" name="bonk" id="bonk" disabled />
      <br/><br/>

      <button id="stats">Roll Stats</button>
  </form>