We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
Generalized Mixtures of Exponential Distribution and Associated Inference.
- Authors
Yang, Yaoting; Tian, Weizhong; Tong, Tingting
- Abstract
A new generalization of the exponential distribution, namely the generalized mixture of exponential distribution, is introduced. Some of its basic properties, such as hazard function, moments, order statistics, mean deviation, measures of uncertainly, and reliability probability, are studied. Three different estimation methods are investigated by the maximum likelihood estimator, least-square estimator, and weighted least-square estimator. The performances of the estimators are assessed by simulation studies. Real-world applications of the proposed distribution are explored, and data fitting results show that the new distribution performs better than its competitors.
- Subjects
DISTRIBUTION (Probability theory); ORDER statistics; HAZARD function (Statistics); PROBABILITY theory
- Publication
Mathematics (2227-7390), 2021, Vol 9, Issue 12, p1371
- ISSN
2227-7390
- Publication type
Article
- DOI
10.3390/math9121371