A Comparison Study of Estimation Methods for Generalized Jelinski-Moranda Model Based on Various Simulated Patterns
Lutfiah Ismail Al turk, Eftekhar Gabel Alsolami · International Journal of Software Engineering & Applications · 2016
In this paper three methods for estimating the parameters of the generalized Jelinski-Moranda (GJM) model are compared.The needed mathematical formulas for resolving the estimates are derived.Because of the lack of various real data with changed input data size different simulation scenarios are given to help achieving our goals.Illustrative algorithms for the simulation studies are given.First, the accuracy of the GJ-M model's estimators is checked based on two evaluation criteria.Moreover, several generated models from the GJ-M general formula are evaluated based on three different methods of comparison.Useful results for the software reliability modelling area are concluded.