| Presentation | 2019-12-19 A switching Markov model for evaluation of food functionality Tsukasa Hokimoto, Toshio Uchiyama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | For analytic purposes of the scientific processes on how food influence our health, the measurement data on medical or genic factors have been accumulated by clinical trials. At present, however, development of the statistical methodology, which enable us to make deep scientific evaluation of the data, may not make progress sufficiently. We present our development of the methodology which contribute to the statistical analyses on estimation of the food-health process. Specifically, we propose a statistical model for explaining the relationship between time-varying distribution of antibody against the flu and some medical covariates, such as age and Natural Killer cell activity, in the class of non-homogenous Hidden Markov Model (HMM). And then, we show some results of statistical analyses by using the model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | food functionality / non-homogenous hidden Markov model / prediction / mixture distribution |
| Paper # | PRMU2019-46 |
| Date of Issue | 2019-12-12 (PRMU) |
| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2019/12/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yoichi Sato(Univ. of Tokyo) |
| Vice Chair | Toru Tamaki(Hiroshima Univ.) / Akisato Kimura(NTT) |
| Secretary | Toru Tamaki(NTT) / Akisato Kimura(OMRON SINICX) |
| Assistant | Yusuke Uchida(DeNA) / Takayoshi Yamashita(Chubu Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A switching Markov model for evaluation of food functionality |
| Sub Title (in English) | |
| Keyword(1) | food functionality |
| Keyword(2) | non-homogenous hidden Markov model |
| Keyword(3) | prediction |
| Keyword(4) | mixture distribution |
| 1st Author's Name | Tsukasa Hokimoto |
| 1st Author's Affiliation | Hokkaido Information University(HIU) |
| 2nd Author's Name | Toshio Uchiyama |
| 2nd Author's Affiliation | Hokkaido Information University(HIU) |
| Date | 2019-12-19 |
| Paper # | PRMU2019-46 |
| Volume (vol) | vol.119 |
| Number (no) | PRMU-347 |
| Page | pp.pp.1-6(PRMU), |
| #Pages | 6 |
| Date of Issue | 2019-12-12 (PRMU) |