REJECTION CRITERIA FOR OUTLIERS AND THEIR APPLICATIONS IN EXTREME STATISTICS
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- GODA Yoshimi
- THE JAPAN SOCIETY OF CIVIL ENGINEERS
Bibliographic Information
- Other Title
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- 極値統計における異常値の棄却基準とその応用
- キョクチ トウケイ ニ オケル イジョウチ ノ キキャク キジュン ト ソノ
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Description
An auxiliary statistic is defined for the largest data of a sample using the sample mean and standard deviation. The 5% and 95% nonexceedance levels of this statistic are employed for rejection of distribution fitting to the sample, and these nonexceedance levels are formulated for the Fisher-Tippett I and II, the Weibull, and the log-normal distributions by means of Monte Carlo simulations with a minimum of 10000 samples for each combination of sample size, censoring rate, and distribution functions. The new rejection criteria are effectively applied for the extreme data of annual maximum wind speed at 128 sites, annual maxima of daily rainfall at 58 sites, and peak storm wave heights at 29 sites. The population distributions for these extreme data emerge through this analysis.
Journal
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- Doboku Gakkai Ronbunshu
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Doboku Gakkai Ronbunshu 1990 (417), 245-254, 1990-05-20
Japan Society of Civil Engineers
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Keywords
Details 詳細情報について
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- CRID
- 1390282680285079424
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- NII Article ID
- 130003981203
- 20000417035
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- NII Book ID
- AN10014020
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- ISSN
- 18827187
- 02897806
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- NDL BIB ID
- 3662974
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed