A Semi-parametric Method for Describing the Age-specific Distribution of Clinical Measurements in Cross-sectional Study
Hiroshima Journal of Medical Sciences 55 巻 1 号
17-28 頁
2006-03 発行
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| ファイル情報(添付) | |
| タイトル ( eng ) |
A Semi-parametric Method for Describing the Age-specific Distribution of Clinical Measurements in Cross-sectional Study
|
| 作成者 |
Rahman Mohd. Muzibur
Kambe Masayuki
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| 収録物名 |
Hiroshima Journal of Medical Sciences
|
| 巻 | 55 |
| 号 | 1 |
| 開始ページ | 17 |
| 終了ページ | 28 |
| 収録物識別子 |
[PISSN] 0018-2052
[EISSN] 2433-7668
[NCID] AA00664312
|
| 抄録 |
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.
|
| 著者キーワード |
Age-dependent measurement
Box-Cox transformation
Cross-sectional study
Percentile estimation
Local likelihood method
Power-normal-model
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| NDC分類 |
医学 [ 490 ]
|
| 言語 |
英語
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| 資源タイプ | 紀要論文 |
| 出版者 |
Hiroshima University Medical Press
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| 発行日 | 2006-03 |
| 権利情報 |
(c) Hiroshima University Medical Press.
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| 出版タイプ | Version of Record（出版社版。早期公開を含む） |
| アクセス権 | オープンアクセス |
| 収録物識別子 |
[ISSN] 0018-2052
[NCID] AA00664312
|
