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Parameter Estimatio...
Parameter Estimation of the Exponentiated Pareto Distribution Using Ranked Set Sampling and Simple Random Sampling
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- Khamnei, Hossein Jabbari (författare)
- Department of Statistics, Faculty of Mathematics-Statistics and Computer Science, University of Tabriz, Iran,Univ Tabriz, Fac Math Stat & Comp Sci, Dept Stat, Tabriz 5166616471, Iran.
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- Meidute-Kavaliauskiene, Ieva (författare)
- Faculty of Business Management, Vilnius Gediminas Technical University, Vilnius, Lithuania,Vilnius Gediminas Tech Univ, Fac Business Management, Sauletekio Al 11, LT-10223 Vilnius, Lithuania.
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- Fathi, Masood (författare)
- Uppsala universitet,Högskolan i Skövde,Institutionen för ingenjörsvetenskap,Forskningsmiljön Virtuell produkt- och produktionsutveckling,Division of Industrial Engineering and Management, Department of Civil and Industrial Engineering, Uppsala University, Sweden,Produktion och automatiseringsteknik (PAT), Production and Automation Engineering,Industriell teknik,Univ Skövde, Sch Engn Sci, Div Intelligent Prod Syst, S-54128 Skövde, Sweden.
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- Valackienė, Asta (författare)
- Institute of Business and Economics, Faculty of Public Governance and Business, Mykolas Romeris University, Vilnius, Lithuania,Mykolas Romeris Univ, Inst Business & Econ, Fac Publ Governance & Business, Ateities St 20,Room C 5-509, LT-08303 Vilnius, Lithuania.
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- Ghorbani, Shahryar (författare)
- Production Management Department, University of Sakarya, Turkey,Univ Sakarya, Prod Management Dept, TR-54050 Sakarya, Turkey.
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Department of Statistics, Faculty of Mathematics-Statistics and Computer Science, University of Tabriz, Iran Univ Tabriz, Fac Math Stat & Comp Sci, Dept Stat, Tabriz 5166616471, Iran (creator_code:org_t)
- 2022-06-15
- 2022
- Engelska.
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Ingår i: Axioms. - : MDPI. - 2075-1680. ; 11:6, s. 1-9
- Relaterad länk:
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https://doi.org/10.3...
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https://his.diva-por... (primary) (Raw object)
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https://uu.diva-port... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.3...
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https://urn.kb.se/re...
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Abstract
Ämnesord
Stäng
- In this paper, we have considered that ranked set sampling is able to estimate the parameters of exponentiated Pareto distribution. The method with which the maximum likelihood estimators for the parameters of exponentiated Pareto distribution is studied is numerical since there is no presence or possibility of a closed-form at the hands of estimators or any other intellectual. The numerical approach is a well-suited one for this study as there has been struggles in achieving it with any other technique. In order to compare the different sampling methods, simulation studies are performed as the main technique. As for the illustrative purposes, analysis of a simulated dataset is desired for the objective of the presentation. The conclusion that we can reach based on these is that the estimators based on the ranked set sample have far better efficiency than the simple random sample at the same sample size.
Ämnesord
- NATURVETENSKAP -- Matematik (hsv//swe)
- NATURAL SCIENCES -- Mathematics (hsv//eng)
- NATURVETENSKAP -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Probability Theory and Statistics (hsv//eng)
Nyckelord
- efficiency
- exponentiated Pareto distribution
- maximum likelihood estimator
- order statistics
- ranked set sampling
- simple random sampling
- Production and Automation Engineering
- Produktion och automatiseringsteknik
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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