Development of functional ANOVA models for multi-state survival data and its applications

多状态生存数据函数方差分析模型的开发及其应用

• 批准号: 20300099
• 负责人: YANAGAWA Takashi
• 金额: $ 9.98万
• 依托单位: Kurume University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (B)
• 财政年份: 2008
• 资助国家: 日本
• 起止时间: 2008 至 2010
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-20300099/
• 关键词: 統計数学; 医療・福祉; 社会医学; 生存時間解析; 多状態モデル; コホート研究; 情報量基準; Mantel-Haenszel法; 加速モデル; 対数ハザード比; 分割表解析; 関数分散分析; セミパラ; セミマルコフ性; イベントヒストリー解析

New method for the analysis of event history data is developed by weakening the assumption of Semi-Markov property and by modeling not only the waiting time of transition from a state to the other state, but also transition probability, separately, by means of covariates that are transformed by spline functions so that it enables to evaluate their non-linear effects. The method is applied to several medical data and its usefulness is demonstrated.

通过弱化半马尔可夫性假设，不仅对从一个状态到另一个状态的过渡等待时间进行建模，而且对过渡概率进行建模，利用样条函数变换的协变量，使其能够评估其非线性效应，从而发展了一种分析事件历史数据的新方法。该方法被应用到几个医疗数据和它的有用性被证明。

项目成果

QT interval prolongation and the risks of stroke and coronary heart disease in a general Japanese population: the Hisayama study

• DOI: 10.1038/hr.2010.88
• 发表时间: 2010-09-01
• 期刊: HYPERTENSION RESEARCH
• 影响因子: 5.4
• 作者: Maebuchi, Daisuke;Arima, Hisatomi;Kiyohara, Yutaka
• 通讯作者: Kiyohara, Yutaka

Modeling transition probabilities and duration time for event history data

对事件历史数据的转移概率和持续时间进行建模

• 发表时间: 2010
• 期刊: Bulletin of Informatics and Cybernetics Vol.42
• 作者: Yamashita N.;Nagata E.;Ohyama T.;Yanagawa T.
• 通讯作者: Yanagawa T.

Scale properties of the Japanese version of the Strengths and Difficulties Questionnaire (SDQ) : A study of infant and school children in community sample

日本版优势与困难问卷 (SDQ) 的量表特性：对社区样本中婴儿和学童的研究

• 发表时间: 2008
• 期刊: Brain and Development 30(6)
• 作者: A. P. A. Ling;K. Sugihara and M. Mukaidono;Matsuishi T
• 通讯作者: Matsuishi T

誤特定したCox回帰による統計的推測

使用错误识别的 Cox 回归进行统计推断

• 发表时间: 2011
• 作者: 鮮于;媚;服部聡
• 通讯作者: 服部聡

Regularized functional classification of the kinetic trace of developmental mouse retina

发育小鼠视网膜动力学轨迹的正则化功能分类

• 发表时间: 2010
• 作者: Araki Y.;Yanagawa T.
• 通讯作者: Yanagawa T.