A two-stage method for the estimation of global sensitivity indices of non-parametric models.
Xiaodi WangYingshan ZhangYincai TangPublished in: Commun. Stat. Simul. Comput. (2017)
Keyphrases
- probabilistic model
- significant improvement
- modeling method
- parameter estimation
- sensitivity analysis
- machine learning methods
- estimation accuracy
- statistical model
- synthetic data
- detection method
- monte carlo simulation
- classification method
- mutual information
- cost function
- prior knowledge
- preprocessing
- prediction model
- global shape
- model fitting
- statistical methods
- semi parametric
- data sets
- segmentation method
- computationally efficient
- edge detection
- classification accuracy
- experimental evaluation
- pairwise
- objective function
- multiscale
- similarity measure