How to determine stack memory needed for a particular program in a microcontroller?

Fastest way, is to do a recursion, a function that takes one param that represents the recursion depth.. and then run that app.. and whenever it crashes then you are out of stack mem; check the level and multibly with the function stack space.. it will be your stack memory.