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    Please use this identifier to cite or link to this item: http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/58828

    Title: GEE之敏感度分析 : 偵測高影響之觀察值
    Other Titles: Sensitivity analysis in GEE : identification of high influential observations
    Authors: 張玉坤;Cheng, Yue-cune
    Contributors: 淡江大學數學學系
    Keywords: 敏感度分析;高影響觀察值;廣義線性模型;長期資料;sensitivity analysis;high influential observations;generalized linear models;longitudinal data
    Date: 1996-10-01
    Issue Date: 2011-10-01 21:14:21 (UTC+8)
    Abstract: 高影響觀察值(high influential observations)的確認(identification)在統計迴歸模型(regression model)的應用上有其不容置疑重要性。在早期的一般線性模型(general linear model)及近幾年來被多位學者廣泛探討的廣義線性模型(generalized linear model)中,對此問題已有多篇論文發表。但是,處理長期資料(longitudinal data)線性模型的統計方法-GEE(generalized estimating equation)[1],對此問題至今尚未見任何有開之論文刊載。本文對此問題提出一個簡單可行的圖形判讀法,並將原來的SAS/IML Macro程式,GEE1,加以修改後納入此項功能,以利原使用者之應用。我們也成功地將此方法應用在台灣省立新竹醫院眼科的一組資料上。
    Relation: 中華公共衛生雜誌 15(5),頁 403-410
    DOI: 10.6288/CJPH1996-15-05-01
    Appears in Collections:[Graduate Institute & Department of Mathematics] Journal Article

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