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Comparison of Different Methods for ...

Tang, Qi.

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Comparison of Different Methods for Estimating Log-normal Means.

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Comparison of Different Methods for Estimating Log-normal Means./
作者:	Tang, Qi.
面頁冊數:	50 p.
附註:	Source: Masters Abstracts International, Volume: 53-01.
Contained By:	Masters Abstracts International53-01(E).
標題:	Statistics. -
電子資源:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=1527857
ISBN:	9781303980107

Comparison of Different Methods for Estimating Log-normal Means.
Tang, Qi.

Comparison of Different Methods for Estimating Log-normal Means. - 50 p.

Source: Masters Abstracts International, Volume: 53-01.

Thesis (M.S.)--East Tennessee State University, 2014.

The log-normal distribution is a popular model in many areas, especially in biostatistics and survival analysis where the data tend to be right skewed. In our research, a total of ten different estimators of log-normal means are compared theoretically. Simulations are done using different values of parameters and sample size. As a result of comparison, "a degree of freedom adjusted" maximum likelihood estimator and Bayesian estimator under quadratic loss are the best when using the mean square error (MSE) as a criterion. The ten estimators are applied to a real dataset, an environmental study from Naval Construction Battalion Center (NCBC), Super Fund Site in Rhode Island.

ISBN: 9781303980107Subjects--Topical Terms:

517247
Statistics.

Comparison of Different Methods for Estimating Log-normal Means.
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