, except for brief excerpts in connection with reviews or scholarly analysis. Use in connection with any form of information storage and retrieval, electronic adaptation, computer software or by similar or dissimilar methodology now known or hereafter developed is forbidden. The use of the publication of trade names, trademarks, service marks, or similar terms, even if they are not identified as such, is not to be taken as an expression of opinion as to whether or not they are subject to proprietary rights. This paper discusses an efficient computation of two generalized Bessel function distributions one of which is original and never presented before in the literature. For each generalized Bessel distribution model the closed form expression of the cumulative distribution function (cdf) is given by means of Legendre continued fraction and Taylor series expansion of the modified Bessel functions of the first kind, for both integer and real values of a parameter, and of the second kind, for real values of the same parameter, which leads to incomplete gamma functions, hypergeometric series, the Kampé de Fériet function (or double hypergeometric series). Efficient computations of the algorithms (which are implemented in MATLAB functions) are also presented in the paper. Numerical results are derived for each case to validate the theoretical models presented in the paper.