I think something like this is what you're looking for:
$(document).ready(function() {
setTimeout(function() {
$('#status').fadeOut('slow', function() {
$('#preloader').fadeOut('slow');
});
}, 3000);
});
fadeOut
has an overload with two parameters: first the duration, then a function to run after the animation is complete.