Art

J-GLOBAL ID：201802230678684311   Reference number：18A0768381

Confirmatory and Exploratory Analyses in Omics Studies with Particular Focus on Multiple Testing and P-value

オミクス研究における検証的解析と探索的解析:多重検定とP値を中心に

Author (1)： MATSUI SHIGEYUKI (名古屋大 大学院医学系研究科 生物統計学分野)
Material： 計量生物学  (Japanese Journal of Biometrics)
Volume： 38  Issue： 2  Page： 127-139  Publication year： Mar. 01, 2018 
JST Material Number： L1096A  ISSN： 0918-4430  Document type： Article
Article type： 解説  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *molecular biology ,...
Semi thesaurus term： P-value ,...

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JST classification (4)： Statistics  (AB08000H) ,  Diagnosis of tumors(=neoplasms)  (GE03020J) ,  Research methods in genetics  (EC01020N) ,  Urogenital tumors(=neoplasms)  (GM04000S)

Reference (32)：

• Benjamini, Y. and Hochberg, Y. (1995). Controlling the false discovery rate-a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, Series B 57, 289-300.
• Dudbridge, F. and Gusnanto, A. (2008). Estimation of significance thresholds for genomewide association scans. Genetic Epidemiology 32, 227-234.
• Efron, B. (2004a). Large-scale simultaneous hypothesis testing: The choice of a null hypothesis. Journal of the American Statistical Association 99, 96-104.
• Efron, B. (2004b). Selection and estimation for large-scale simultaneous inference. Technical Report No.2005-18B/232, Division of Biostatistics, Stanford University.
• Efron, B. (2008). Microarrays, empirical Bayes and the two-groups model. Statistical Science 23, 1-22.

Terms in the title (8)： オミクス ,  研究 ,  検証 ,  解析 ,  探索 ,  多重 ,  検定 ,  p値