Mitigating Model Error via a Multimodel Method and Application to Tropical Intraseasonal Oscillations.
Jason L. TorchinskySamuel StechmannPublished in: SIAM J. Appl. Dyn. Syst. (2023)
Keyphrases
- statistical model
- modeling method
- mathematical model
- probabilistic model
- study proposes
- input data
- objective function
- high accuracy
- prior knowledge
- cost function
- sensitivity analysis
- error rate
- optimization method
- parameter estimation
- hybrid model
- linear regression
- prediction model
- prior information
- evaluation method
- markov model
- high order
- classification algorithm
- theoretical analysis
- significant improvement
- reconstruction method
- segmentation method
- energy function
- clustering method
- classification method
- network model
- hybrid method
- regression analysis
- gaussian distribution
- error accumulation
- preprocessing
- evaluation model
- dynamic programming
- markov chain
- em algorithm
- bp neural network
- bayesian framework
- statistical methods
- closed form
- neural network