Automated Generation of Reduced Stochastic Weather Models I: Simultaneous Dimension and Model Reduction for Time Series Analysis.
Illia HorenkoRupert KleinStamen DolaptchievChristof SchüttePublished in: Multiscale Model. Simul. (2008)
Keyphrases
- probabilistic model
- stochastic model
- statistical models
- monte carlo simulation
- prior knowledge
- model fitting
- experimental data
- parameter estimation
- computational model
- prediction model
- high level
- metamodel
- classification models
- hybrid model
- parametric models
- modeling method
- accurate models
- monte carlo
- process model
- linear regression
- goodness of fit
- multiple models
- modeling framework
- probability distribution
- autoregressive
- statistical model
- bayesian framework
- management system
- complex systems
- reinforcement learning
- similarity measure
- stochastic processes
- stochastic process
- learned models
- generic model
- conceptual model
- diffusion model
- decision trees
- stochastic models