Loading...
Please wait, while we are loading the content...
Similar Documents
E-Bayesian Estimation and Hierarchical Bayesian Estimation of Poisson Distribution Parameter under Entropy Loss Function
| Content Provider | Semantic Scholar |
|---|---|
| Author | Li, Chunping Hao, Huibing |
| Copyright Year | 2019 |
| Abstract | Abstract—In this paper, a new parameter estimation method, named E-Bayesian estimation, is introduced to estimate the unknown parameter of the Poisson distribution. Based on the entropy loss function, formulas of E-Bayesian estimation and hierarchical Bayesian estimation for the unknown parameter are given, and the properties of E-Bayesian estimation and hierarchical Bayesian estimation are also discussed. Compare with hierarchical Bayesian estimation, the expression of E-Bayesian estimation is simpler; therefore, the E-Bayesian estimation method is worth being recommended. Finally, a real data of air crash happened in China is used to demonstrate the usefulness and validity of the proposed model and method. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://www.iaeng.org/IJAM/issues_v49/issue_3/IJAM_49_3_15.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |