A Semi-parametric Method for Describing the Age-specific Distribution of Clinical Measurements in Cross-sectional Study
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ID | 34922 |
本文ファイル | |
著者 |
Rahman, Mohd. Muzibur
Kambe, Masayuki
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キーワード | Age-dependent measurement
Box-Cox transformation
Cross-sectional study
Percentile estimation
Local likelihood method
Power-normal-model
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NDC |
医学
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抄録(英) | Age-specific distribution of clinical measurements in cross-sectional study is described in this paper. Since the distribution of measurements usually varies with age, a model with an agedependent structure is needed. We propose here a statistical method for describing the age-specific distribution using an extension of the power-normal-model. The age-dependent parameters are to be estimated through a nonparametric smoothing technique based on the local likelihood method. As a consequence, we can compute a smoothed percentile curve of measurements with reference to age. Several kinds of clinical measurements are analyzed to determine the proposed method.
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掲載誌名 |
Hiroshima Journal of Medical Sciences
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巻 | 55巻
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号 | 1号
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開始ページ | 17
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終了ページ | 28
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出版年月日 | 2006-03
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出版者 | Hiroshima University Medical Press
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ISSN | 0018-2052
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NCID | |
言語 |
英語
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NII資源タイプ |
紀要論文
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広大資料タイプ |
学内刊行物(紀要等)
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DCMIタイプ | text
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フォーマット | application/pdf
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著者版フラグ | publisher
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権利情報 | (c) Hiroshima University Medical Press.
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部局名 |
医歯薬学総合研究科
原爆放射線医科学研究所
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他の一覧 |