Paper Abstract and Keywords |
Presentation |
2019-12-19 10:30
A switching Markov model for evaluation of food functionality Tsukasa Hokimoto, Toshio Uchiyama (HIU) PRMU2019-46 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
food functionality / non-homogenous hidden Markov model / prediction / mixture distribution / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 347, PRMU2019-46, pp. 1-6, Dec. 2019. |
Paper # |
PRMU2019-46 |
Date of Issue |
2019-12-12 (PRMU) |
ISSN |
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 |
PRMU2019-46 |
Conference Information |
Committee |
PRMU |
Conference Date |
2019-12-19 - 2019-12-20 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
PRMU |
Conference Code |
2019-12-PRMU |
Language |
Japanese |
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 |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
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) |
3rd Author's Name |
|
3rd Author's Affiliation |
() |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2019-12-19 10:30:00 |
Presentation Time |
15 minutes |
Registration for |
PRMU |
Paper # |
PRMU2019-46 |
Volume (vol) |
vol.119 |
Number (no) |
no.347 |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2019-12-12 (PRMU) |
|