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  1. 学術雑誌掲載済論文
  2. 和雑誌

水文時系列の平均値と分散のジャンプ検出および異常値の非異常値化

https://kitami-it.repo.nii.ac.jp/records/8105
d70f5886-51a7-4943-8562-f210251b7db5
名前 / ファイル ライセンス アクション
2008_水文時系列の平均値と分散のジャンプ検出および異常値の非異常値化.pdf 2008_水文時系列の平均値と分散のジャンプ検出および異常値の非異常値化.pdf (169.0 kB)
Item type 学術雑誌論文 / Journal Article(1)
公開日 2016-03-11
タイトル
言語 ja
タイトル 水文時系列の平均値と分散のジャンプ検出および異常値の非異常値化
タイトル
言語 en
タイトル DETECTION OF MEAN AND VARIANCE JUMP AND NORMALIZATION OF OUTLIER IN HYDROLOGICAL TIME SERIES
言語
言語 jpn
キーワード
主題Scheme Other
主題 Jump detection, power of test
キーワード
主題Scheme Other
主題 Student’s t test
キーワード
主題Scheme Other
主題 F test
キーワード
主題Scheme Other
主題 Mann-Whitney test
キーワード
主題Scheme Other
主題 bootstrap test
キーワード
主題Scheme Other
主題 normalization of outlier
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ journal article
アクセス権
アクセス権 open access
アクセス権URI http://purl.org/coar/access_right/c_abf2
その他のタイトル
その他のタイトル DETECTION OF MEAN AND VARIANCE JUMP AND NORMALIZATION OF OUTLIER IN HYDROLOGICAL TIME SERIES
著者 佐渡, 公明

× 佐渡, 公明

WEKO 42319

ja 佐渡, 公明

Search repository
中尾, 隆志

× 中尾, 隆志

WEKO 44842
KAKEN 60101523

ja 中尾, 隆志

Search repository
杉山, 一郎

× 杉山, 一郎

WEKO 42321

ja 杉山, 一郎

Search repository
著者別名
姓名
姓名 SADO, Kimiteru
言語 en
著者別名
姓名
姓名 NAKAO, Takashi
言語 en
著者別名
姓名
姓名 SUGIYAMA, Ichiro
言語 en
抄録
内容記述タイプ Abstract
内容記述 A non-stationary time series is composed of the trend and some jumps by the change of a mean value and a
variance. There is no study example which has dealt with the power of test for a jump of variance in a hydrological
time series.
In this paper, the Monte Carlo simulations are applied to compare the power of the statistical tests: Student’s
t test, F test, Mann-Whitney test and bootstrap test to assess the significance of jumps to affect the mean value and the
variance of a time series with Normal , Logarithm Normal and General Extreme Value distributions. And also, the
outliers in the annual maximum daily rainfall (MDR) and annual maximum non-rainfall days (NRD) data of each 22
meteorological observatories in Hokkaido are detected at Tomakomai and Hiroo for MDR data, and at Esashi for
NRD data, respectively. Then the normalized conditions to change these three outliers into normal values are
introduced by using a numerical simulation.
書誌情報 水工学論文集

巻 52, p. 211-216, 発行日 2008-02
DOI
関連識別子
識別子タイプ DOI
関連識別子 http://doi.org/10.2208/prohe.52.211
権利
権利情報 c2008 公益社団法人 土木学会
出版者
出版者 公益社団法人 土木学会
著者版フラグ
値 publisher
出版タイプ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
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