Paper Abstract and Keywords |
Presentation |
2024-11-30 14:20
A construction method for prior knowledge in Bayesian reliability analysis using accelerated models Toru Kaise (Univ. of Hyogo) R2024-37 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We treat with decision methodologies of prior distributions to analyze failure data based on the Bayesian inferences. In this case, the Bayesian prior information is constructed from knowledge of the design review for a preventive design method to avoid failures. The knowledge information means the expert opinion derived from engineers and organizations for reliability designs, and then we propose the decision handling to the prior distributions from the expert opinion based on the design review. Usages of the information criteria are offered to choose the adapted prior knowledge among the opinions. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Accelerated Models / Bayesian Inference / Expert Opinion / Information Criteria / Prior Information / / / |
Reference Info. |
IEICE Tech. Rep., vol. 124, no. 282, R2024-37, pp. 23-27, Nov. 2024. |
Paper # |
R2024-37 |
Date of Issue |
2024-11-23 (R) |
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) |
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R2024-37 |
Conference Information |
Committee |
R |
Conference Date |
2024-11-30 - 2024-11-30 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Toyooka Creative Community Plaza |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Reliability of semiconductor and electronic devices, Reliability general |
Paper Information |
Registration To |
R |
Conference Code |
2024-11-R |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A construction method for prior knowledge in Bayesian reliability analysis using accelerated models |
Sub Title (in English) |
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Accelerated Models |
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Bayesian Inference |
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Expert Opinion |
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Information Criteria |
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Prior Information |
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1st Author's Name |
Toru Kaise |
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University of Hyogo (Univ. of Hyogo) |
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Speaker |
Author-1 |
Date Time |
2024-11-30 14:20:00 |
Presentation Time |
25 minutes |
Registration for |
R |
Paper # |
R2024-37 |
Volume (vol) |
vol.124 |
Number (no) |
no.282 |
Page |
pp.23-27 |
#Pages |
5 |
Date of Issue |
2024-11-23 (R) |