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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)
Download PDF 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)  
Keyword(1) Accelerated Models  
Keyword(2) Bayesian Inference  
Keyword(3) Expert Opinion  
Keyword(4) Information Criteria  
Keyword(5) Prior Information  
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1st Author's Name Toru Kaise  
1st Author's Affiliation 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
Date of Issue 2024-11-23 (R) 


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