I have now managed to setup Ghost on my Linux CentOS 6 server hosted with EApps.
Nick Campbell's post was very helpful. Thank you, Nick!
I installed nginx using yum as suggested. I turned off my Apache service. The service startup script I used was a modification of the script found here. Basically the exec was changed to this:
exec="/usr/bin/npm start >> /var/log/ghost.log &"