Uncertainty quantification in low-probability response estimation using sliced inverse regression and polynomial chaos expansion.
Phong T. T. NguyenLance ManuelPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- probability theory
- conditional probabilities
- nonparametric regression
- neural network
- linear regression
- regression model
- ordinary least squares
- semi parametric
- model selection
- uncertain data
- estimation algorithm
- confidence intervals
- regression analysis
- probability distribution
- estimation accuracy
- regression methods
- probability measures
- bayesian networks
- chaos theory
- robust regression
- estimation problems
- partial least squares
- accurate estimation
- density estimation