Ellison ran for 99 yards on 13 carries and was 5 of 9 for 31 yards passing. Backup quarterback Favian Upshaw ran for 96 yards on seven carries and completed his only pass.
Ellison made it 28-3 early in third quarter with a 2-yard run, Ramsby added a 9-yard scoring run early in the fourth and Upshaw completed the scoring for the Eagles with a 19-yard run.
Khary Franklin scored on a 3-yard run for Troy (1-8, 1-4) with 1:18 left.
Ellison had 6- and 1-yard scoring runs in the first quarter to give the Eagles a 14-0 lead.
Ryan Kay made a 25-yard field goal for Troy early in the second, and Ramsby made it 21-3 with a 4-yard run midway through the quarter.