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Approximation for Quantile Using Taylor Expansion

Quantile is a basic and an important quantity of a random variable. In some distributions, their quantiles have closed-form expressions. However, for many continuous distributions, the closed-form expressions of their quantiles do not exist. Yu and Zelterman (2011) and Chang (2004) have proposed an approximation of quantiles. In this paper, we propose an improved method which is combined the Taylor expansion with Newton¡¦s method. Some examples are given to compare the computing time of the method we proposed with the methods in Yu and Zelterman (2011) and Chang (2004).

Identiferoai:union.ndltd.org:NSYSU/oai:NSYSU:etd-0703112-201351
Date03 July 2012
CreatorsChiou, Sheng-Yu
ContributorsMay-Ru Chen, Mong-Na Lo Huang, Fu-Chuen Chang, Chung Chang, Mei-Hui Guo
PublisherNSYSU
Source SetsNSYSU Electronic Thesis and Dissertation Archive
LanguageEnglish
Detected LanguageEnglish
Typetext
Formatapplication/pdf
Sourcehttp://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0703112-201351
Rightsunrestricted, Copyright information available at source archive

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