Was roosevelt correct in his belief that a strong military presence promoted global peace?

The best answer you are likely to get for this is maybe. The argument can definitely be made with strong evidence that he was correct. Consider the entire history of the Cold War.

A shorter study would be the Soviet invasions on Czechoslovakia and Afghanistan. Had either nation had strong, organized militaries, the USSR would likely never have crossed the borders.