Prerequisites: add universe and multiverse repositories.
Scribus is a fine Desktop Publishing application. The installation is very simple.
Open a terminal window and type in:
sudo apt-get install scribus
The second command refreshes the GNOME panel.
After that you can find Scribus in the Gnome menu under Applications -> Office.