Model complexity vs. better parameter value estimation: comparing four topography-independent radio models.
Jochen KobersteinSören WittNorbert LuttenbergerPublished in: SimuTools (2009)
Keyphrases
- probabilistic model
- modeling framework
- statistical model
- parameter estimation
- computational model
- neural network model
- monte carlo simulation
- autoregressive
- parametric models
- model fitting
- generic model
- predictive model
- hybrid model
- linear model
- explanatory power
- classification models
- computational models
- metamodel
- experimental data
- probability distribution
- parameter values
- neural network
- modelling language
- mathematical models
- artificial neural networks
- mathematical model
- hierarchical model
- analytical model
- generative model
- computational complexity
- accurate models
- parameter estimates
- learned models
- model construction
- graphical models
- model selection
- parameter space
- estimation algorithm
- statistical models
- network structure
- learning models
- decision problems
- linear regression