My question is, I have not found API in java though which I can perform calculation. Also, we are performing this type of computation first time in java, does java supports all statistics calculation like standard deviation, mean distribution et cetera.
Write out that formula as a simple algorithm. It will reduce to many simpler operations, eg power, log, add, subtract. If they are not simple arithmetic, have a look at the Math class, in the first instance.