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A NEW TRANSFORMED G CLASS OF DISTRIBUTIONS WITH THEORY AND APPLICATIONS.
- Source :
-
Pakistan Journal of Statistics . Jan2023, Vol. 39 Issue 1, p45-78. 34p. - Publication Year :
- 2023
-
Abstract
- In this paper, we develop a new class that generates flexible optimal models. The appropriate features of the new class and a special member are studied by utilizing analytical, graphical, and numerical methodologies. For the estimation of unknown parameters, the maximum likelihood, least-square, and percentile methods are discussed and selection is based on bias and mean square error via an extensive simulation study. Five-life time data sets are evaluated, revealing that the new class has a significant advantage over well-known competitors. [ABSTRACT FROM AUTHOR]
- Subjects :
- *DISTRIBUTION (Probability theory)
*PARAMETER estimation
*PERCENTILES
Subjects
Details
- Language :
- English
- ISSN :
- 10129367
- Volume :
- 39
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Pakistan Journal of Statistics
- Publication Type :
- Academic Journal
- Accession number :
- 161023935