Simulation-based inference for reliability model selection and parameter calibration: An application to fatigue.
Anis Ben AbdessalemPublished in: Qual. Reliab. Eng. Int. (2024)
Keyphrases
- model selection
- statistical inference
- bayesian model selection
- cross validation
- hyperparameters
- parameter estimation
- bayesian learning
- variational bayes
- sample size
- machine learning
- generalization error
- regression model
- mixture model
- variable selection
- statistical learning
- information criterion
- bayesian information criterion
- error estimation
- motion segmentation
- probabilistic inference
- parameter determination
- bayesian networks
- automatic model selection
- gaussian process
- selection criterion
- model selection criteria
- bayesian inference
- parameter settings
- posterior probability
- grid search
- leave one out cross validation
- data mining
- mutual information
- marginal likelihood
- feature selection
- generalization bounds
- bayesian methods
- parameter values
- parameter space