Bayesian estimation and prediction for the transformed gamma degradation process

作者: Massimiliano Giorgio , Maurizio Guida , Fabio Postiglione , Gianpaolo Pulcini

DOI: 10.1002/QRE.2329

关键词:

摘要: … the TG process can be viewed as a nonlinear transformation of the gamma process (Abdel-… natural choice for modelling degradation phenomena when degradation growth takes place …

参考文章(13)
David J. Lunn, Andrew Thomas, Nicky Best, David Spiegelhalter, WinBUGS – A Bayesian modelling framework: Concepts, structure, and extensibility Statistics and Computing. ,vol. 10, pp. 325- 337 ,(2000) , 10.1023/A:1008929526011
Massimiliano Giorgio, Maurizio Guida, Gianpaolo Pulcini, A condition-based maintenance policy for deteriorating units. An application to the cylinder liners of marine engine Applied Stochastic Models in Business and Industry. ,vol. 31, pp. 339- 348 ,(2015) , 10.1002/ASMB.2029
R. Calabria, G. Pulcini, An engineering approach to Bayes estimation for the Weibull distribution Microelectronics Reliability. ,vol. 34, pp. 789- 802 ,(1994) , 10.1016/0026-2714(94)90004-3
S. D. Varde, Life Testing and Reliability Estimation for the Two Parameter Exponential Distribution Journal of the American Statistical Association. ,vol. 64, pp. 621- 631 ,(1969) , 10.1080/01621459.1969.10501000
Maurizio Guida, Gianpaolo Pulcini, A continuous-state Markov model for age- and state-dependent degradation processes Structural Safety. ,vol. 33, pp. 354- 366 ,(2011) , 10.1016/J.STRUSAFE.2011.06.002
R. Calabria, G. Pulcini, Point estimation under asymmetric loss functions for left-truncated exponential samples Communications in Statistics-theory and Methods. ,vol. 25, pp. 585- 600 ,(1996) , 10.1080/03610929608831715
Mohamed Abdel-Hameed, A Gamma Wear Process IEEE Transactions on Reliability. ,vol. R-24, pp. 152- 153 ,(1975) , 10.1109/TR.1975.5215123
Massimiliano Giorgio, Maurizio Guida, Gianpaolo Pulcini, An age- and state-dependent Markov model for degradation processes Iie Transactions. ,vol. 43, pp. 621- 632 ,(2011) , 10.1080/0740817X.2010.532855
E. L. Lehmann, Some Concepts of Dependence Annals of Mathematical Statistics. ,vol. 37, pp. 1137- 1153 ,(1966) , 10.1007/978-1-4614-1412-4_64
Sibylle Sturtz, Uwe Ligges, Andrew Gelman, R2WinBUGS: A Package for Running WinBUGS from R Journal of Statistical Software. ,vol. 12, pp. 1- 16 ,(2005) , 10.18637/JSS.V012.I03