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研究生: 李惠文
Hui-Wen Lee
論文名稱: 二分有測量錯誤的連續自變數對邏輯迴歸參數估計的影響
指導教授: 鄒宗山
Tsung-Shan Tsou
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: 88
語文別: 中文
論文頁數: 62
中文關鍵詞: 測量誤差邏輯斯迴歸模型相對偏差
外文關鍵詞: measurement error, logistic regression model, relative bias
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  • 第一章 緒論 1 第二章 文獻回顧 3 第三章 模型及分析方法介紹 5 3.1 羅吉斯迴歸模型 5 3.2 估計量的修正 9 第四章 模擬研究 21 4.1 模擬方法 21 4.2 模擬結果與分析 22 4.2.1勝算比之估計 22 4.2.2 估計量的修正之模擬結果與分析 26 第五章 結論 30 附圖 32 參考文獻 59

    [1] Adcock, R. J. (1878). A problem in least squares. The Analyst 5,53-54.
    [2] Armstrong, B. (1985). Measurement error in the
    generalized linear model. Communication in Statistics-
    Simulation and Computation, 14 529-544.
    [3] Armstrong, B. and White, E. and Saracci, R.(1992).
    Principles of Exposure Measurement in Epidemiology.
    Oxford University Press, New York.
    [4] Carroll, R.J., Spiegelman, C.H., Lan, K.K.G., Bailey,
    K.T.,and Abbott, R.D. (1984). On error-in variables for
    binary regression models. Biometrika 71 19-25.
    [5] Gleser, L. R. (1981). Estimation in a mutivariate “Errors in
    variables” regression model:large sample results. Ann.
    Statist. 9 24-44.
    [6] Liang, K.Y. & Liu, X. (1991). Estimating Equations in
    Generalized Linear Models with Measurement Error.
    Estimating Functions (V.P. Godambe, ed., Oxford
    University Press, New York, 47-63 )
    [7] Pepe, M.S. & Fleming, T.R. (1991). A nonparameter
    method for dealing with mismeasured covariate data. J.
    AM. Statist. Assoc. 86 108-113.
    [8] Schafer, D.W.(1987). Covariate measurement errors in
    generalized linear models. Biometrika 74 385-391.
    [9] Stefanski, L.A. (1985). The effects of measurment error on
    parameter estimation. Biometrika 72 583-592.
    [10] Stefanski, L.A. & Carroll, R.J. (1985). Covariate
    measurement error in logistic regression. Ann. Statist.
    13 1335-1351.
    [11] Stefanski, L.A. & Carroll, R.J. (1987). Conditional scores
    and optimal scores for generalized linear measurement-
    error models. Biometrika 61 439-447.
    [12] Sutradhar, B.C. & Rao, J.N.K. (1996) Estimation of regression parameters in generalized linear models for cluster correlated data with measurement error. The Canadian Journal of Statistics 24 177-192.
    [13] Whittemore, A.S. & Keller, J.B. (1988).
    Approximations for regression with covariate
    measurement error. J. Am. Statist. Assoc. 83 1057-
    1065.

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