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研究生: 丁大宇
Ting, Da-Yu
論文名稱: 二項分配之序貫估計
Estimations Following Sequential Comparison of Two Binomial Populations
指導教授: 翁久幸
Weng, Chiu-Hsing
學位類別: 碩士
Master
系所名稱: 商學院 - 統計學系
Department of Statistics
論文出版年: 2000
畢業學年度: 88
語文別: 英文
論文頁數: 27
外文關鍵詞: confidence sets, sequential estimations, signed-root transformation
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  • Consider sequential trials comparing two treatments with binary responses. The goal is to derive accurate confidence sets for the treatment difference and the individual success probabilities of the two treatments. We shall begin with the signed-root transformation as a pivot and then apply the approximate theory of Weng and Woodroofe [11] to form accurate confidence sets of these parameters. The explicit correction terms of the pivots are obtained. The simulation studies agree well with the theoretical results.

    封面頁
    證明書
    致謝詞
    論文摘要
    目錄
    圖目錄
    表目錄
    1. Introduction
    2. The Model
    2.1 The Log-Odds-Ratio θ1
    2.2 The Individual Success Probabilities pi
    3. Accurate Confidence Sets
    3.1 Confidence Sets for Log-Odds-Ratio θ1
    3.2 Confidence Sets for pi
    4. Discussions
    5. References
    6. Appendix

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    [11] R. C. Weng and M. Woodroofe. Integrable expansions for posterior distributions for multiparameter exponential families with applications to sequential confidence levels. Statistica Sinica, 10:693-713, 2000.
    [12] J. Whitehead. The Design and Analysis of Sequential Clinical Trials. Ellis Horwood, Chichester, 1983.
    [13] M. Woodroofe. Very weak expansions for sequentially designed experiments: linear models. Ann. Statist., 17:1087-1102, 1989.
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