A Bayesian statistical method for quantifying model form uncertainty and two model combination methods.
Inseok ParkRamana V. GrandhiPublished in: Reliab. Eng. Syst. Saf. (2014)
Keyphrases
- statistical model
- cost function
- probabilistic model
- statistical models
- computational model
- sensitivity analysis
- classification method
- hybrid method
- statistical methods
- prior knowledge
- fitting method
- posterior probability
- closed form
- mathematical model
- linear regression
- monte carlo simulation
- gaussian distribution
- bayesian inference
- clustering method
- theoretical analysis
- statistical information
- em algorithm
- input data
- probability distribution
- objective function
- similarity measure
- bayesian methods
- bayesian analysis
- autoregressive
- neural network
- prediction model
- bayesian framework
- prior information
- test data
- model selection
- significant improvement
- preprocessing