Residual Analysis-Based Model Improvement for State Space Models With Nonlinear Responses.
Xun ShenJiancang ZhuangPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2024)
Keyphrases
- probabilistic model
- experimental data
- state space
- statistical model
- prior knowledge
- nonlinear models
- linear model
- model validation
- model construction
- predictive model
- hybrid model
- mathematical models
- statistical models
- modeling method
- linear models
- bayesian framework
- empirical data
- computational model
- mathematical model
- parametric models
- autoregressive
- neural model
- random fields
- classification models
- prediction model
- maximum likelihood
- generic model
- multiple models
- nonlinear regression
- stochastic processes
- data analysis
- expectation maximization
- em algorithm
- complex systems
- process model
- learning models
- computational models
- conceptual model
- high order