Sequential Bayesian inference for Weibull distribution parameters with initial hyperparameter optimization for system reliability estimation.
Susumu ShutoTakashi AmemiyaPublished in: Reliab. Eng. Syst. Saf. (2022)
Keyphrases
- bayesian inference
- hyperparameters
- weibull distribution
- prior distribution
- probabilistic model
- prior information
- gaussian process
- posterior distribution
- variational bayes
- bayesian model
- bayesian methods
- probability density function
- hierarchical bayesian
- gaussian processes
- bayesian framework
- expectation propagation
- image intensity
- maximum a posteriori
- cross validation
- expectation maximization
- random sampling
- prior knowledge
- markov random field
- higher order
- incremental learning
- model selection
- em algorithm
- particle filter