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    政大機構典藏 > 商學院 > 統計學系 > 學位論文 >  Item 140.119/85881
    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/85881


    Title: 個案無反應資料之各種加權方法分析比較
    Weighting Adjustments for Unit Nonresponse
    Authors: 劉淑芳
    Liou, Shue-Fang
    Contributors: 鄭宇庭
    洪永泰

    劉淑芳
    Liou, Shue-Fang
    Keywords: 簡單隨機抽樣法
    個案訪問失敗
    事後分層加權
    多個變數反覆加權
    Simple random sampling
    Unit nonresponse
    Poststratification weighting
    Raking
    Date: 1998
    Issue Date: 2016-04-21 09:54:43 (UTC+8)
    Abstract: 在本論文中,根據所建立的100,000筆模擬資料作為抽樣的母體,利用簡單隨機抽樣法(simple random sampling;SRS)從此模擬的資料中共抽出1068筆成功樣本,分別考慮了當個案訪問失敗(unit nonresponse)情形發生時是『隨機性』及『非隨機性』兩種情況下比較(1)事後分層加權(poststratification approach);(2)多個變數反覆加權(raking or raking ratio);及(3)估計成功率加權等三種加權方法之效果如何。
    Reference: 洪永泰(1997) "經驗研究中加權資料的處理" 國立政治大學選舉研究中心
    Bailar, J. C.(1983) "Comparison of the biases of the hot-deck imputation procedure with an 『equal-weights』 imputation procedure." In: W. G. Madow and I. Olkin(eds.), Incomplete Data in Sample Sruveys, Vol. 3. New York: Academic Press, 299-311.
    Deming, W. E. and F. F. Stephan(1940) "On a Least Square Adjustment of a Sampled Frequency Table When the Expected Marginal Totals Are Knwn." Annals of Mathematical Statistics, 11, 427-444.
    Ford, B. M.(1983) "An overview of hot-deck procedures." In: W. G. Madow, I. Olkin, and D. B. Rubin(eds.), Incomplete Data in Sample Sruveys, Vol. 2. New York: Academic Press, 185-207.
    Hansen, M. H. and W. H. Hurwitz(1943) "On the Theory of Sampling from Finite Populations," Annals of Mathematical Statistics,14, 332-362.
    Horvitz, D. G. and D. J. Thompson(1952) "A Generalization of Sampling Without Replacement from a Finite Universe." Journal of the American Statistical Association, 47, 663-685.
    Kalton, G., and Kasprzyk, D.(1986) "The treatment of missing survey data." Survey Methodology 12, 1-16.
    Kasprzyk, D., G. Duncan, G. Kalton, and M. P. Singh(1989)Panel Surveys, New York: John Wiley and Sons.
    Kish, L.(1965)Survey Sampling, New York: Wiley.
    Little, R. J. A., and Rubin, D. B.(1987)Statistical Analysis with Missing Data. New York: Wiley.
    Little, R. J. A.(1988) "Missing-data adjustments in large surveys." Journal of Business and Economic Statistics 6, 287-301.
    Madow, W. G., I. Olkin, and D, B. Rubin(1983)Incomplete Data in Sample Surveys, Volume 2, Theory and bibliographies, New York: Academic Press.
    Oh, H. L. and Frederick, F. J. (1983) "Weighting adjustment for unit nonresponse." In: W. G. Madow, I. Olkin, and D. B. Rubin(eds.), Incomplete Data in Sample Surveys, Vol. 2. New York: Academic Press, 143-184.
    Sande, I. G.(1982) "Imputation in surveys: coping with reality." The American Statistican 36, 145-152.
    Sande, I. G. (1983) "Hot-deck imputation procedures." In: W. G. Madow and I. Olkin (eds.), Incomplete Data in Sample Sruveys, Vol. 3. New York: Academic Press, 339-349.
    Description: 碩士
    國立政治大學
    統計學系
    86354008
    Source URI: http://thesis.lib.nccu.edu.tw/record/#B2002001552
    Data Type: thesis
    Appears in Collections:[統計學系] 學位論文

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