If the integer n is greater than 3, then you may safely invoke the Central limit theorem and claim that the exact probability distribution of the sum resembles a certain normal probability distribution; if you want to investigate the rate of convergence to the normal distribution, I suggest taking a look at the Berry-Essén theorem.