You are looking for event.preventDefault()
$(function() {
$("#sumbitButton").click(function(event) {
if ($("#password1").val() != $("#password2").val()) {
alert("Not equal");
event.preventDefault();
}
});
});
Note the event
parameter being passed into the click handler.