You can uninstall or removes an installed jed package itself from Ubuntu 14.04 LTS (Trusty Tahr) through the terminal,
$ sudo apt-get remove jed
If you would like to remove jed and it's dependent packages which are no longer needed from Ubuntu,
$ sudo apt-get remove --auto-remove jed
If you use with purge options to jed package all the configuration and dependent packages will be removed.
$ sudo apt-get purge jed
If you use purge options along with auto remove, will be removed everything regarding the package, It's really useful when you want to reinstall again.
$ sudo apt-get purge --auto-remove jed