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博碩士論文 etd-0624111-092515 詳細資訊
Title page for etd-0624111-092515
論文名稱
Title
在部分圓上一階三角迴歸模型之正合D最適設計
Exact D-optimal Designs for First-order Trigonometric Regression Models on a Partial Circle
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
26
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2011-06-15
繳交日期
Date of Submission
2011-06-24
關鍵字
Keywords
蓋理論、D最適設計、連續型設計、動差集合、部分圓、正合設計、一階三角函數迴歸模型
partial circle, majorization theorem, D-optimality, first order trigonometric model, exact design, moment set, approximate design
統計
Statistics
本論文已被瀏覽 5771 次,被下載 1165
The thesis/dissertation has been browsed 5771 times, has been downloaded 1165 times.
中文摘要
近幾年在部分圓上低階三角迴歸模型的各式各樣連續型的設計問題已被解決。在此篇論文中將討論:在部分圓上沒有截距項的一階三角迴歸模型的正合和連續D最適設計。藉由幾何的方法找尋出三角動差集合的邊界,且推導出邊界上設計的特徵,更藉此完整地提供正合D最適設計的解。我們發現,設計區間的長短和觀測點的 個數會影響正合D最適設計的解。
Abstract
Recently, various approximate design problems for low-degree trigonometric regression models on a partial circle have been solved. In this paper we consider approximate and exact optimal design problems for first-order trigonometric regression models without intercept on a partial circle. We investigate the intricate geometry of the non-convex exact trigonometric moment set and provide characterizations of its boundary. Building on these results we obtain a complete solution of the exact D-optimal design problem. It is shown that the structure of the optimal designs depends on both the length of the design interval and the number of observations.
目次 Table of Contents
Acknowledgements i
Abstract ii
1 Introduction 1
2 Approximate D-optimal designs 3
3 The moment set of exact designs 5
4 Exact D-optimal designs 13
Appendix 15
References 20
參考文獻 References
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Marshall, A.W., Olkin, I. and Arnold, B. (2009). Inequalities: Theory of Majorization and Its Applications, 2nd edition. Springer, New York.
Pukelsheim, F. (2006). Optimal Design of Experiments. Society for Industrial and Applied Mathematics, Philadelphia.
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