SetCookie simply not working

Make sure the HTTP headers are not sent already at the point you want to set the cookie. Here’s how you can test that:

function set_cookie() {
  var_dump(headers_sent()); // should be bool(false)
  ...

Turning WP_DEBUG on in your config.php file may help also while debugging.

By the way, you really should be doing some filtering on $_GET['id']. This variable could contain anything. Casting it to a (positive) integer should go a long way:

$referrerID = absint($_GET['id']); // Note: absint() is a WP function