The probability function of the sum, in fact, the total number of successes from sampling n units without replacement from the population of size N containing Aunits of interest, is known to be Hypergeometric distribution. Unlike the case of sampling with replacement, the sum is binomially distributed. Thus, the likelihood function of the data with respect to A as the parameter of interest could be obtained as follow: ()