right-click on the close window button or, if you prefer, right-click on the minimize window button and choose from the options displayed in the menu. To open the application again, just double click on the icon in the system tray.
If you want to have your favorite applications both on hand and hidden, TrayIt is an excellent tool to help you achieve just that.