scholarly journals Empirical Bayes Analysis on the Power Law Process with Natural Conjugate Priors

2021 ◽  
Vol 8 (1) ◽  
pp. 139-149
Author(s):  
Zhao Chen
Keyword(s):  
Power Law ◽  
Empirical Bayes ◽  
Power Law Process ◽  
Conjugate Priors ◽  
Bayes Analysis

scholarly journals A novel sandwich algorithm for empirical Bayes analysis of rank data

2017 ◽  
Vol 10 (4) ◽  
pp. 543-556 ◽  
Author(s):  
Arnab Kumar Laha ◽  
Somak Dutta ◽  
Vivekananda Roy
Keyword(s):  
Empirical Bayes ◽  
Bayes Analysis

Optimization of Leased Equipment Maintenance Policy Based on History Failure Data

2021 ◽  
pp. 2150030
Author(s):  
Ke Dong ◽  
Kehong Chen
Keyword(s):  
Power Law ◽  
Cost Model ◽  
Maintenance Strategy ◽  
Maintenance Policy ◽  
Power Law Process ◽  
Total Cost ◽  
Cost Rate ◽  
Failure Data ◽  
Expected Total Cost ◽  
The Cost

We propose a maintenance policy for new equipment on a repair-refund maintenance strategy in this paper and derive the optimal lease period from the lessor’s perspective based on independent and identical distribution of historical failure data which obey power law process. The cost model of a full refund and a proportional refund is studied, and the corresponding optimal leasing period is determined by reducing the expected total cost rate to the largest extent. We use a numerical example to illustrate the proposed cost model and analyze the sensitivity of related parameters. Furthermore, we show that the proportional refund policy is preferable than a full refund to the lessor. Finally, according to the simulation outcome, the proposed methods are effective and instructions for lessor in regard to equipment lease are provided.

Empirical Bayes analysis of unreplicated microarray data

2008 ◽  
Vol 24 (3) ◽  
pp. 393-408
Author(s):  
HyungJun Cho ◽  
Jaewoo Kang ◽  
Jae K. Lee
Keyword(s):  
Microarray Data ◽  
Empirical Bayes ◽  
Bayes Analysis
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