Actually, it is the same, in this regard, for small businesses as for large businesses.
The boss can set you up to fire you and you have no real recourse, because the boss doesn't actually need a reason to fire you anyway.
But many larger companies do have published policies and procedures, like an employee handbook, and they do have to follow their own rules.