Makale detayı · 2022
Modified-Lindley distribution and its applications to the real data
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
- Yıl
- 2022
- ISSN
1303-5991- Tür
- article
Veri kaynağı ayrımı
- YÖKSİS YÖKSİS makale kaydı
- OpenAlex OpenAlex zenginleştirmesi (özet, atıf, konular)
Özet
İngilizce (OpenAlex)
In this paper, a new three-parameter lifetime distribution is proposed by mixing modified Weibull and generalized gamma distributions. The point estimation on the distribution parameters are discussed through several estimators. The interval estimation is also studied with two methods based on asymptotic normality and likelihood ratio. A Monte Carlo simulation study is performed to evaluate the biases and mean square errors behaviors of point estimates for a different sample of size. A simulation study is also conducted to investigate the coverage probabilities of confidence intervals. The distribution modeling analyses are provided based on several real data sets to demonstrate the fitting ability of the introduced distribution.
Konular
- Statistical Distribution Estimation and Applications
- Probabilistic and Robust Engineering Design
- Optimal Experimental Design Methods
Birincil konu Statistical Distribution Estimation and Applications