On Generalized Gamma Distribution and Its Application to Survival Data
- Kiche J
- Oscar Ngesa
- George Orwa
Abstract
The generalized gamma distribution is a continuous probability distribution with three parameters. It is a generalization of the two-parameter gamma distribution. Since many distributions commonly used for parametric models in survival analysis (such as the Exponential distribution , the Weibull distribution and the Gamma distribution) are special cases of the generalized gamma, it is sometimes used to determine which parametric model is appropriate for a given set of data. Generalized gamma distribution is one of the distributions used in frailty modeling. In this study , it is shown that generalized gamma distribution has three sub-families and its application to the analysis of a survival data has also been explored. The parametric modeling approach has been carried out to find the expected results.- Full Text: PDF
- DOI:10.5539/ijsp.v8n5p85
This work is licensed under a Creative Commons Attribution 4.0 License.
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