Weighted distribution method for constructing flexible probability models with applications
Abstract
In this article, an innovative generalization of certain well-known probability distributions is proposed using the weighted distribution approach. Several important statistical properties of the proposed model are derived and discussed in detail. The applicability and effectiveness of the model are illustrated through real data analysis, particularly in biomedical contexts, and its performance is compared with that of other established distributions.
Fields of Study & Subjects
Statistical Distribution Estimation and Applications
Probability and Statistical Research
Fuzzy Systems and Optimization
Publication details
- Journal / source
- International Journal of Statistics and Applied Mathematics
- Volume
- 11
- Issue
- 2
- Pages
- 69–78
- Publication date
- 1 February 2026
- Language
- EN