| 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) |
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| 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) |
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| Keyword(7) |
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| Keyword(8) |
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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 |
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 |