How you install on a Linux system, any Linux system, depends on your access and permissions.

If you are just a regular user on the system, download to your home folder (usually /home/yourusername/). The file is Celtx-2.7.tar.bz2.

First, however, download Celtx. The following screenshot shows downloading in progress: