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Paper Abstract and Keywords
Presentation 2011-11-10 15:45
A Method for Estimating Binary Data Generating Process
Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki (Osaka Univ.), Akihiro Yamamoto (Kyoto Univ.), Yoshinobu Kawahara (Osaka Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In our previous study, we proposed a method to identify a data generation process governing its given binary data set. However, statistics used in the method were not optimal. In this paper, we report a preliminiary result bu using more proper statistics. The experimental evaluation shows promising performance.
Keyword (in Japanese) (See Japanese page) 
(in English) Stractural Equation Models / Statistical Causal Inference / Binary Data / Causal Structure Estimation / Test for Independence / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 275, IBISML2011-65, pp. 155-162, Nov. 2011.
Paper # IBISML2011-65 
Date of Issue 2011-11-02 (IBISML) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee IBISML  
Conference Date 2011-11-09 - 2011-11-11 
Place (in Japanese) (See Japanese page) 
Place (in English) Nara Womens Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The 14th IBIS workshop 
Paper Information
Registration To IBISML 
Conference Code 2011-11-IBISML 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Method for Estimating Binary Data Generating Process 
Sub Title (in English)  
Keyword(1) Stractural Equation Models  
Keyword(2) Statistical Causal Inference  
Keyword(3) Binary Data  
Keyword(4) Causal Structure Estimation  
Keyword(5) Test for Independence  
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Keyword(7)  
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1st Author's Name Takanori Inazumi  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Takashi Washio  
2nd Author's Affiliation Osaka University (Osaka Univ.)
3rd Author's Name Shohei Shimizu  
3rd Author's Affiliation Osaka University (Osaka Univ.)
4th Author's Name Joe Suzuki  
4th Author's Affiliation Osaka University (Osaka Univ.)
5th Author's Name Akihiro Yamamoto  
5th Author's Affiliation Kyoto University (Kyoto Univ.)
6th Author's Name Yoshinobu Kawahara  
6th Author's Affiliation Osaka University (Osaka Univ.)
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Speaker
Date Time 2011-11-10 15:45:00 
Presentation Time 180 
Registration for IBISML 
Paper # IEICE-IBISML2011-65 
Volume (vol) IEICE-111 
Number (no) no.275 
Page pp.155-162 
#Pages IEICE-8 
Date of Issue IEICE-IBISML-2011-11-02 


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