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研究生: 葉政侃
Cheng-Kan Yen
論文名稱: 廣義線性模型之多重比較
Multiple Comparison of Generalized Linear Models
指導教授: 陳玉英
Yuh-Ing Chen
口試委員:
學位類別: 碩士
Master
系所名稱: 理學院 - 統計研究所
Graduate Institute of Statistics
畢業學年度: 93
語文別: 中文
論文頁數: 52
中文關鍵詞: 信賴束廣義線性模型多重比較
外文關鍵詞: Multiple Comparison, Generalized Linear Models
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  • 多重比較(multiple comparisons)在實務上的應用非常廣泛,但是,過去的研究大多著眼於連續型的資料,本文則針對具共變數(covariates)的離散型反應變數,進行多重比較。本文建議就不同處理組的資料分別配適廣義線性迴歸模型,然後建立成對廣義線性模型差異之聯合信賴束,其中建立信賴束所需之臨界值將用模擬方法獲得。本文分別就二元資料及計數資料討論此種多重比較的建立。最後以兩個實例說明本文所提方法的應用。


    第一章 緒論1 第二章 文獻回顧3 2.1 多重比較簡介3 2.2 廣義線性模型7 第三章 統計方法12 3.1 邏輯迴歸模式之多重比較12 3.2 對數線性迴歸模式之多重比較18 3.3 廣義線性模型多重比較之應用20 第四章 資料分析22 4.1 實例一22 4.2 實例二39 第五章 模擬研究45 第六章 討論與未來研究47 參考文獻48 附錄49

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