Advances and Applications in Statistics
Volume 55, Issue 1, Pages 1 - 18
(March 2019) http://dx.doi.org/10.17654/AS055010001 |
|
MODIFIED ZERO INFLATED POISSON REGRESSION ANALYSIS AND ITS APPLICATION TO PUBLIC HEALTH DATA
Wan Muhamad Amir W. Ahmad, Nursyabiha Zafakali, Nor Azlida Aleng, Mohd Shafiq Ibrahim, Ruhaya Hasan and Kasypi Mokhtar
|
Abstract: This paper focuses on the programming of zero inflated Poisson regression (ZIPR) with combination of fuzzy regression method through SAS algorithm. This alternative method can be used as a tool of data analysis in various branches of science that include biostatistics, biometry. The method comprises of bootstrapping and nonlinear minimization programming through fuzzy linear regression modeling based on the dependent outcome of zero-inflated Poisson regression with several independent variables. |
Keywords and phrases: bootstrap, fuzzy linear regression, over dispersion, zero-inflated Poisson regression, fuzzy zero-inflated Poisson regression.
|
|
Number of Downloads: 358 | Number of Views: 3698 |
|