“…Since its introduction by Moran and Downton, several authors have studied analytical and inferential properties of this distribution. For example, the papers by Al-Saadi and Young [3], Balakrishnan and Ng [8,9], Shi and Lai [33], Iliopulos [21] and Iliopulos and Karlis [22] deal with point estimation; Nadarajah and Kotz [28] derive the exact distribution of X 1 + X 2 and X 1 /X 1 + X 2 ; and Gupta and Nadarajah [19] derive an explicit expression for the product moment E(X m 1 X n 2 ), m, n ≥ 1, among others. Nevertheless, in the applications of the MD distribution to real data sets, the adequacy of the model is concluded from the fitted marginals and from the observed correlation [14,19].…”