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研究生:林亭均
研究生(外文):Lin,Ting-Chun
論文名稱:排序截切反轉卡方法之探討
論文名稱(外文):Rank Truncated Inverse Chi-Square Method for Combining P-values
指導教授:侯家鼎侯家鼎引用關係
指導教授(外文):Hou,Chia-Ding
口試委員:呂奇傑邵曰仁
口試委員(外文):LYU,CI-JIESHAO,YUE-REN
口試日期:105年6月24日
學位類別:碩士
校院名稱:輔仁大學
系所名稱:統計資訊學系應用統計碩士在職專班
學門:數學及統計學門
學類:統計學類
論文種類:學術論文
論文出版年:2016
畢業學年度:104
語文別:中文
論文頁數:47
中文關鍵詞:整合分析分位數合併法截切合併法L-統計量
外文關鍵詞:Meta-analysisQuantile combination methodsTruncated combination methodsL-statistic
相關次數:
  • 被引用被引用:1
  • 點閱點閱:194
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整合分析中的合併檢定方法在各方面領域應用上相當廣泛,它可以將多個各別研究結果有系統地加以整合歸納,以獲得一個更合理客觀的檢定結果。在眾多合併檢定方法中,Fisher法是最具代表性且常被廣泛使用的合併檢定方法。在截切合併法部分,排序截切相乘法之檢定力優於截切相乘法;在分位數合併法部分,反轉卡方法檢定力的表現優於反轉常態法。基於上述結果,本研究考慮運用排序截切概念,結合反轉卡方法,建立排序截切反轉卡方法。最後透過實驗模擬,以評估排序截切反轉卡方法其檢定效果之表現。
The methods for combining tests have been widely used in various meta-analyses. One of the commonly used methods is the Fisher combination method, which combines the p-values of different tests in a logarithmic transformed manner. Basically, there are two types of combination methods, the quantile combination methods and truncated combination methods. Among the quantile combination methods, many studies have shown that the inverse chi-square method has better power performance than inverse normal method. On the other hand, among the truncated combination methods, it is demonstrated that the rank truncated product method is superior to Fisher’s method and truncated product method. In the light of these results, this study aims to combine the rank truncated product method and the inverse chi-square method to establish a new method. In this thesis, experimental simulations are performed to evaluate the power performance of the proposed method.
第壹章 緒論……………………………………………………………….1
第一節 研究背景……………………………………………………...1
第二節 研究動機與目的……………………………………………...2
第三節 研究架構……………………………………………………...4
第貳章 文獻探討………………………………………………………….5
第一節 合併檢定統計量概述………………………………………...5
第二節 獨立條件下之合併檢定統計量……………………………...7
第三節 排序統計量的線性組合統計量…………………………….12
第參章 研究方法…………………………………………………….......14
第一節 加權排序截切反轉卡方法(WRTIC)………….…………….14
第二節 L-統計量之機率密度函數探討……………………..……...16
第三節RTIC之臨界值估計與編表………..……...…..……..……...18
第肆章 模擬分析與討論…………………………………………….......20
第一節 模擬資料的建構………….…….……….……….………….20
第二節 RTIC之型Ⅰ誤差……….…..….……….……….………….23
第三節 排序截切反轉卡方法之模擬比較……….…..….………….24
第伍章 結論與建議………………………………………………….......33
第一節 研究結論………….…….……………….……….………….33
第二節 研究限制與建議………. ……..….……….……….………..35
參考文獻………………………………………………………………….36
附錄一 模擬RTIC之臨界值表…………….…………………………...40
附錄二 模擬RTIC之臨界值程式碼…………………………….……...46

中文部分
李凱平(2013)。排序截切反轉常態法之探討。天主教輔仁大學應用統
計研究所碩士論文,新北市。
柯瀞惠(2012)。以指數分配、對數常態分配和逆高斯分配為基礎的合併
檢定方法及一個排序截切取和的合併P值方法的探討。天主教輔
仁大學應用統計研究所碩士論文,新北市。
張育維(2015)。相依情境下排序截切反轉常態法之探討。天主教輔仁大學應用統計研究所碩士論文,新北市。
張維揚(2010)。兩種新的截切合併法之探討。天主教輔仁大學應用統
計研究所碩士論文,新北市。
黃方意(2014)。相依情境下常見合併方法之臨界點近似與檢定力比較。天主教輔仁大學應用統計研究所碩士論文,新北市。
潘裕賓(2011)。截切反轉常態法與卡方合併方法之探討。天主教輔仁
大學應用統計研究所碩士論文,新北市。
英文部分
Chen, Z. (2011). Is the weighted z‐test the best method for combining probabilities from independent tests? Journal of evolutionary biology, 24(4), 926-930.
Crocetta, C., and Loperfido, N. (2005) The exact sampling distribution of L-statistics. International Journal of Statistics, vol. LXIII, n.2, 213-223.
Dudbridge, F., & Koeleman, B. (2003) Rank truncated product of p-values, with application to genomewide association scans. Genetic Epidemiology, 25(4), 360-365.
Ferguson, T. S. (1996). A course in large sample theory. Chapman and Hall.
Fisher, R. A. (1932) Statistical methods for research workers. (4 ed.). London: Oliver and Boyd.
Glass, G. V. (1976) Primary, secondary, and meta-analysis of research. Educational Researcher, 5, 3-8.
Hou, C. D. (2004) A new unified Haseman-Elston method for quantitative-trait loci mapping in human genetics. Journal of Genetics and Molecular Biology, 15, 182-189.
Koziol, J. A., & Perlman, M. D. (1978) Combining independent chi-squared tests. Journal of the American Statistical Association, 73(364), 753-763.
Lancaster, H. (1961) The combination of probabilities: an application of orthonormal functions. Australian Journal of Statistics, 3(1), 20-33.
Lindgren, C. M., Heid, I. M., Randall, J. C., Lamina, C., Steinthorsdottir, V., Qi, L., ... & Jackson, A. U. (2009). Genome-wide association scan meta-analysis identifies three Loci influencing adiposity and fat distribution. PLoS Genet, 5(6), e1000508.
Lipta´k, T. 1958. On the combination of independent tests.Magyar Tud. Akad. Mat. Kutato Int. Ko¨zl 3: 171–196.
Little, R. C., & Folks, J. L. (1971) Asymptotic optimality of Fisher’s method of combining independent tests. Journal of the American Statistical Association, 66(336), 802-806.
Loughin, T. M. (2004) A systematic comparison of methods for combing p-values from independent tests. Computational Statistical & Data Analysis, 47(3), 467-485.
Pearson, K. (1904) Report on certain enteric fever inoculation statistics. British Medical Journal, 2(2288), 1243-1246.
Reinaldo B. Arellano-Valle, Marc G. Genton (2007) On the exact distribution of linear combinations of order statistics from dependent random variables. Journal of Multivariate Analysis, 98, 1876-1894.
Santos ESA, Scheck D & Nakagawa S. (2011). Dominance and plumage traits: meta-analysis and meta-regression analysis. Animal Behavior, 82, 3-19.
Shorack, G. R. (1972). Convergence of quantile and spacings processes with applications. The Annals of Mathematical Statistics, 1400-1411.
Stigler, S. M. (1974)Linear functions of order statistics with smooth weight functions, Annals Statist., 2, 676-693, Corrections 7, 446.
Stouffer, S. A., Suchman, E. A., DeVinney, L. C., Star, S. A., Williams, & R. M. (1949) The American soldier, Volume I. Adjustment during army life. NJ: Princeton University Press.
Tippett, L. H. C. (1931) Methods of statistics: an introduction mainly for workers in the biological sciences. London: Williams and Norgate Ltd.
Wang, J. Y., Hou, C. D., & Tai, J. J. (2008) A robust linkage analysis method using combined allele sharing and transmission disequilibrium information from case-parent tetrad families. Annals of Human Genetics, 72(4), 156-158.
Wilkinson, B. (1951) A statistical consideration in psychological research. Psychological Bulletin, 48, 156-158.
Wu, J. (2002). Theoretical study on shear stress generated by microstreaming surrounding contrast agents attached to living cells. Ultrasound in medicine & biology, 28(1), 125-129.
Zaykin, D. V, Zhivotovsky, L., Westfall, P., & Weir, B. (2002) Truncated product method for combining p-values. Genetic Epidemiology 22(2), 170-185.
Zaykin, D. V. (2011) Optimally weighted Z-test is a powerful method for combining probabilities in meta-analysis. Journal of Evolutionary Biology. Vol. 24, Issue 8, 1836-1841.

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