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On accurate and precise generation of generalized Poisson variates
Authors:Hakan Demirtas
Affiliation:Division of Epidemiology and Biostatistics (MC923), University of Illinois at Chicago, Chicago, Illinois, USA
Abstract:This article is concerned with comparison of a few random variate generation techniques for the generalized Poisson distribution. An evaluation is conducted on the degree of proximity between the estimates for its two distributional parameters and first four moments, and the specified or computed true population values via commonly accepted accuracy and precision measures in a simulated setting.
Keywords:Central moments  Overdispersion  Random number generation  Simulation  Underdispersion
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