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| 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.)  IBISML2011-65 |
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| 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 | |
| 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 | IBISML2011-65 |
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| 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 |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 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 | 1 |
| 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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