In the Galaxy S3 it's very simple. Click and hold on any screen, like you would to add or move an app.
Then select "Add to Home Screen", and "Add Page".
This will take you to the Home Screen Page layout screen. Here you can drag a whole page to the trashcan or add a page if you're running...