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  1. 防災科研関係論文

A higher order approximation to a percentage point of the distribution of a noncentral t-statistic without the normality assumption

https://nied-repo.bosai.go.jp/records/2923
https://nied-repo.bosai.go.jp/records/2923
8c93764c-959c-4500-92ed-39a7ce0ca0b5
Item type researchmap(1)
公開日 2023-03-30
タイトル
言語 en
タイトル A higher order approximation to a percentage point of the distribution of a noncentral t-statistic without the normality assumption
言語
言語 eng
著者 Akahira, M.

× Akahira, M.

en Akahira, M.

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Ohyauchi, N.

× Ohyauchi, N.

en Ohyauchi, N.

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Kawai, S.

× Kawai, S.

en Kawai, S.

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抄録
内容記述タイプ Other
内容記述 Noncentral distributions appear in two sample problems and are often used in several fields, for example, in biostatistics. A higher order approximation for a percentage point of the noncentral t-distribution under normality is given by Akahira (<xref rid="CIT0001" ref-type="bibr">1995</xref>) and is also shown to be numerically better than others. In this article, without the normality assumption, we obtain a higher order approximation to a percentage point of the distribution of a noncentral t-statistic, in a similar way to Akahira (<xref rid="CIT0001" ref-type="bibr">1995</xref>) where the statistic based on a linear combination of a normal random variable and a chi-statistic takes an important role. Its application to the confidence limit and the confidence interval for a noncentrality parameter are also given. Further, a numerical comparison of the higher order approximation with the limiting normal distribution is done and the former one is shown to be more accurate. As a result of the numerical calculation, the higher order approximation seems to be useful in practical situations, when the size of sample is not so small.
言語 en
書誌情報 en : Commun. Statist. - Simulat. Comput.,

巻 42, 号 9, p. 2086-2105, 発行日 2013-10
出版者
言語 en
出版者 TAYLOR & FRANCIS INC
ISSN
収録物識別子タイプ ISSN
収録物識別子 0361-0918
DOI
関連識別子 10.1080/03610918.2012.695841
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