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論文名稱 Title |
機率分佈之條件期望值刻劃
Characterizations of Distributions by Conditional Expectation |
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系所名稱 Department |
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畢業學年期 Year, semester |
語文別 Language |
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學位類別 Degree |
頁數 Number of pages |
24 |
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研究生 Author |
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指導教授 Advisor |
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召集委員 Convenor |
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口試委員 Advisory Committee |
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口試日期 Date of Exam |
2001-06-08 |
繳交日期 Date of Submission |
2001-06-19 |
關鍵字 Keywords |
二變量、刻劃、指數分佈、均勻分佈、條件期望值、二項分布 Binomial distribution, Conditional expectations, Exponential, Bivariate, distribution, Characterization, Uniform distribution. |
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統計 Statistics |
本論文已被瀏覽 5748 次,被下載 3335 次 The thesis/dissertation has been browsed 5748 times, has been downloaded 3335 times. |
中文摘要 |
本文所探討的是關於以條件期望值刻劃分佈. 首先以條 X≦y 替代Huang and Su (2000) 中的條件 X ≧ y, 並給定存在一隨機變數 X 滿足 E(g(X) | X ≦y)=h(y) f(y) / F(y), " y Î CX 的充要條件, 其中CX 表 X 取值的範圍. 此外我們也將此結果推廣至二變量的情況 . |
Abstract |
In this thesis, first we replace the condition X ≦ y in Huang and Su (2000) by X ≧ y and give necessary and sufficient conditions such that there exists a random variable X satisfying that E(g(X)| X ≦ y)=h(y) f(y )/ F(y), " y Î CX, where CX is the support of X.Next, we investigate necessary and sufficient conditions such that h(y)=E(g(X) | X ≦ y ), for a given function h and extend these results to bivariate case. |
目次 Table of Contents |
1.Introduction 2.Characterization of univariate random variable by a relationship between the conditional expectations and the probability density function 3.Characterization based on the conditional expectations of functions 4.Bivariate case 5.References |
參考文獻 References |
1. Ahmed, A.N. (1991). Characterization of Beta, Binomial, and Poisson distribution. IEEE Trans. Reliability, 40, 290-295. 2. Dollas, A. C. (1976). Characterizing the Pareto and power distribution. Ann. Inst. Statist. Math. 28, 491-497. 3. Galambos, J. and Hagwood, C. (1992). The characterization of a distribution function by the second moment of the residual life. Commun. Statist. Theory Math. 21, 1463-1468. 4. Huang, W. J. and Su, J. C. (2000). Characterizations based on conditional expectations. Statist. Papers 36, 237-252. 5. Kotzs, S. and Shanbhag, D. N. (1980). Some new approaches to probability distributions. Adv. Appl. Prob. 12, 903-921. 6. Marin, J., Ruiz, J. M. and Zoroa, P. (1996). Characterization of discrete random vectors by conditional expectations. J. Multivariate Anal. 58, 82-95. 7. Nguyen, T. T., Gupta, A. K. and Dinh, K. T. (2000). Characterizations of discrete distributions by a conditional moment. Technical Report of Department of Mathematics and Statistics, Bowling Green State University. 8. Ruiz, J. M., Marin, J. and Zoroa, P. (1993). A characterization of continuous multivariate distribution by conditional expectations. J. Statist. Plann. Inference 37, 13-21. 9. Zoroa, P., Ruiz, J. M. and Marin, J. (1990). A characterization based on conditional expectation. Comm. Statist. Theory Methods 19, 3127-3135. |
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