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    政大機構典藏 > 商學院 > 統計學系 > 學位論文 >  Item 140.119/68230
    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/68230


    Title: 以連續及順序尺度測量滿意程度的合意度分析
    Agreement analysis of satisfaction rating data using continuous and ordinal scales
    Authors: 賴柏華
    Contributors: 鄭宗記
    賴柏華
    Keywords: 合意度
    Date: 2013
    Issue Date: 2014-08-06 11:40:10 (UTC+8)
    Abstract: 此篇文章中探討成對資料的合意度分析,影響合意度的好壞分為系統差異(System Difference)和隨機差異(Random Difference)兩種,使用Svensson and Holm (1994)提出的RP、RC等統計量,與Cohen(1960)的Kappa、Kendall(1938)的Kendall’s W等廣泛被使用的合意度指標,並配合ROC曲線進行資料分析。
    本文分析具遺漏值的資料(incomplete-data),並且著重在變數同時包含連續型和類別型的混合型情況,使用Schafer(1997)中EM和衍生出的資料增廣(Data augmentation)等方法求取參數的估計值,並且對遺漏值進行資料插補,進而對資料的合意度進行分析。從幾次的模擬結果,可得知填補遺漏值後與實際狀況的差異相當小;如經過給予限制條件的模型得到變異較不穩定的情況,可在未來的研究當中先對所有的資料更加了解,再使用資料增廣與貝氏結合的方法(Data augmentation Bayesian IPF)做分析。
    Reference: Agresti, A. (1988). A model for agreement between ratings on an ordinal scale. Biometrics, 539-548.
    Agresti, A. (1992). Modelling patterns of agreement and disagreement. Statistical methods in medical research, 1(2), 201-218.
    Cohen, J. (1960). A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20(1), 37-46.
    Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977). Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal statistical Society,39(1), 1-38.
    Fieller, E. C., Hartley, H. O., & Pearson, E. S. (1957). Tests for rank correlation coefficients. I. Biometrika, 470-481.
    Jensen, J. L. W. V. (1906). Sur les fonctions convexes et les inégalités entre les valeurs moyennes. Acta Mathematica, 30(1), 175-193.
    Kendall, M. G. (1938). A new measure of rank correlation. Biometrika, 81-93.
    Kendall, M. G., & Smith, B. B. (1939). The problem of m rankings. The annals of mathematical statistics, 10(3), 275-287.
    Kendall, M. G. (1945). The treatment of ties in ranking problems. Biometrika, 239-251.
    Little, R. J., & Schluchter, M. D. (1985). Maximum likelihood estimation for mixed continuous and categorical data with missing values. Biometrika, 72(3), 497-512.
    Rhodes, A., Jasani, B., Barnes, D. M., Bobrow, L. G., & Miller, K. D. (2000). Reliability of immunohistochemical demonstration of oestrogen receptors in routine practice: interlaboratory variance in the sensitivity of detection and evaluation of scoring systems. Journal of clinical pathology, 53(2), 125-130.
    Saris, W. E., Van Wijk, T., & Scherpenzeel, A. (1998). Validity and Reliability of Subjective Social Indicators: The effect of different measures of association. Social indicators research, 45(1-3), 173-199.
    Schafer, J. L. (1997). Analysis of incomplete multivariate data. CRC press.
    Svensson, E. (2000). Comparison of the quality of assessments using continuous and discrete ordinal rating scales. Biometrical Journal, 42(4), 417-434.
    Svensson, E. (2001). Construction of a single global scale for multi‐item assessments of the same variable. Statistics in medicine, 20(24), 3831-3846.
    Svensson, E. (2012). Different ranking approaches defining association and agreement measures of paired ordinal data. Statistics in medicine, 31(26), 3104-3117.
    Svensson, E., & Holm, S. (1994). Separation of systematic and random differences in ordinal rating scales. Statistics in medicine, 13(23‐24), 2437-2453.
    Description: 碩士
    國立政治大學
    統計研究所
    101354026
    102
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G1013540261
    Data Type: thesis
    Appears in Collections:[統計學系] 學位論文

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