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Paper Abstract and Keywords
Presentation 2010-06-15 10:25
[Invited Talk] Statistical testing with large multiplicity
Shigeyuki Oba (Kyoto Univ./JST) IBISML2010-15
Abstract (in Japanese) (See Japanese page) 
(in English) Statistical hypothesis testing is a basic tool in
broad areas of scientific studies
and guarantees that an assertion
based on a limited set of noisy data is not
an overstatement below a chance-level.
Recently, multiplicity of hypothesis testing
is becoming more and more important in
bioinformatics, brain sciences, and other
fields of research that consider systems involving
many elements.
In multiple testing problems, the most important point is
conservativeness and the second is detection power;
the first point should be reserved against a large multiplicity
and the latter point could be much improved by
a large multiplicity of test.
I will discuss basic concepts in
statistical testing with large multiplicity
and introduce new specific methods
for considering these problems.
Keyword (in Japanese) (See Japanese page) 
(in English) statistical bioinformatics / high-dimensional data analysis / testing power / correlated tests / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 76, IBISML2010-15, pp. 95-102, June 2010.
Paper # IBISML2010-15 
Date of Issue 2010-06-07 (IBISML) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF IBISML2010-15

Conference Information
Committee IBISML  
Conference Date 2010-06-14 - 2010-06-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Takeda Hall, Univ. Tokyo 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Machine learning, etc. 
Paper Information
Registration To IBISML 
Conference Code 2010-06-IBISML 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Statistical testing with large multiplicity 
Sub Title (in English)  
Keyword(1) statistical bioinformatics  
Keyword(2) high-dimensional data analysis  
Keyword(3) testing power  
Keyword(4) correlated tests  
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1st Author's Name Shigeyuki Oba  
1st Author's Affiliation Kyoto University/PRESTO, JST (Kyoto Univ./JST)
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Speaker Author-1 
Date Time 2010-06-15 10:25:00 
Presentation Time 50 minutes 
Registration for IBISML 
Paper # IBISML2010-15 
Volume (vol) vol.110 
Number (no) no.76 
Page pp.95-102 
#Pages 8 
Date of Issue 2010-06-07 (IBISML) 

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