Yes. While in edit mode (click Edit) select Page Options from the menu bar at the top right hand corner. The Page Options dialog will open.
To hide a page from public view, choose "Hide This Page". The page will still be visible to you as an administrator, as well as all other administrator level users.
If you wish, there is also a Page Option to allow only certain registered users to see the page.