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    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/77044


    Title: 計數迴歸模型之穩健診斷
    Other Titles: Robust Diagnostics for Count Regression Models
    Authors: 鄭宗記
    Contributors: 統計學系
    Keywords: 計數迴歸模型;快速演算法;最小削減離差估計;最大削減概似估計;離群值
    Date: 2013
    Issue Date: 2015-07-28 17:14:35 (UTC+8)
    Abstract: 在計量經濟、社會及醫學科學等領域中,經常會對計數(count)的資料進行模型化的 工作;卜瓦松(Poisson)及負二項(negative binomial)迴歸模型則是最常用來分析此 類資料的兩種分析方法。然而,離群值(outliers)會影響到此二計數迴歸模型之係數 的最大概似估計結果。本計晝考慮以最大削減概似估計(maximum trimming likelihood estimation)及最小削減離差估計(minimum trimmed deviance residuals estimation)來處 理具離群值的計數迴歸模型之穩健估計結果;並利用快速演算法(fast algorithm)以獲 致此二估計值。模擬與實際資料將用來檢驗所提出的估計方法。
    Relation: 計畫編號NSC102-2118-M004-004
    Data Type: report
    Appears in Collections:[Department of Statistics] NSC Projects

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