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研究生: 何秋穎
He, Qiu-Ying
論文名稱: 存活資料之樹狀模型研究
指導教授: 陳麗霞
Chen, Li-Xia
學位類別: 碩士
Master
系所名稱: 商學院 - 統計學系
Department of Statistics
論文出版年: 1996
畢業學年度: 84
語文別: 中文
論文頁數: 102
相關次數: 點閱:219下載:0
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  • 第一章緒論__________7
    1.1研究動機與研究目的__________7
    2.2研究方法_8
    第二章幾種存活分析方法之介紹__________9
    2.1存活分配的比較__________9
    2.1.1兩存活分配間的比較__________9
    2.1.2兩個以上存活分配間的比較__________10
    2.2.2Cox迴歸模型__________12
    2.2.3殘差分析__________14
    2.2.4適合度檢定__________15
    2.3層級與處理效果的交互作用__________17
    第三章樹形迴歸__________18
    3.1迴歸樹__________18
    3.1.1簡介__________18
    3.1.2AID的發展__________19
    3.2CART程序__________21
    3.3Cox迴歸樹__________26
    3.3.1存活資料的樹狀模型__________26
    3.3.2COXT程序__________27
    第四章實例探討__________27
    4.1Prostatic Cancer(前列腺癌)__________27
    4.1.1變數說明__________27
    4.1.2迴歸樹的建構與分析__________28
    4.2Carcinoma of the Oropharynx(口咽癌)__________40
    4.2.1變數說明__________40
    4.2.2迴歸樹的建構與分析__________41
    4.3PBC data(原發性膽道肝硬化)__________45
    4.3.1變數說明__________45
    4.3.2迴歸樹的建構與分析__________46
    4.4CGD data(慢性肉芽腫性疾病)__________53
    4.4.1變數說明__________53
    4.4.2迴歸樹的建構與分析__________53
    4.5Breast Cancer(乳癌)__________56
    4.5.1變數說明__________56
    4.5.2迴歸樹的建構與分析__________56
    第五章結論與建議__________59
    參考文獻__________61
    附錄一__________66
    附錄二__________96

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