Makale detayı · 2022
A new Lifetime Distribution Based on the Transmuted First Two Lower Records
Cumhuriyet Science Journal
- Yıl
- 2022
- ISSN
2587-2680- Tür
- article
Veri kaynağı ayrımı
- YÖKSİS YÖKSİS makale kaydı
- OpenAlex OpenAlex zenginleştirmesi (özet, atıf, konular)
Özet
İngilizce (OpenAlex)
This article introduces a new lifetime distribution by merging the first two lower records based on exponential distribution and discusses the different features of the distribution. Statistical inferences about the distribution parameters are discussed with three estimation methods, namely maximum likelihood, least squares, and weighted least squares. Monte Carlo simulation study is performed to evaluate of these estimators based on mean square errors estimation, mean absolute deviation, and mean relative errors of estimation for a sample of different sizes. A distribution simulation analysis based on real data is provided to demonstrate the adaptability of the proposed model.
Konular
- Statistical Distribution Estimation and Applications
- Probabilistic and Robust Engineering Design
- Reliability and Maintenance Optimization
Birincil konu Statistical Distribution Estimation and Applications