Bayesian estimation of the complete sample size from an incomplete poisson sample |
| |
| Authors: | W.O. Williford W.Jan Shan |
| |
| Affiliation: | Cooperative Studies Program Coordinating Center, VA Medical Center , Perry Point, MD, 21902 |
| |
| Abstract: | For the Poisson a posterior distribution for the complete sample size, N, is derived from an incomplete sample when any specified subset of the classes are missing.Means as well as other posterior characteristics of N are obtained for two examples with various classes removed. For the special case of a truncated ‘missing zero class’ Poisson sample a simulation experiment is performed for the small ‘N=25’ sample situation applying both Bayesian and maximum likelihood methods of estimation. |
| |
| Keywords: | Incomplete Poisson estimating sample size Bayesian estimation simulation |
|
|
