A package of parameter estimation methods and implementation for the STICS crop-soil model.
Daniel WallachSamuel BuisPatrice LecharpentierJeremy BourgesPhilippe ClastreMarie LaunayJacques-Eric BergezMartine GuérifJulie SoudaisEric JustesPublished in: Environ. Model. Softw. (2011)
Keyphrases
- parameter estimation
- statistical models
- maximum likelihood
- em algorithm
- least squares
- random fields
- parameter values
- estimation problems
- model fitting
- model selection
- statistical model
- parameter estimation algorithm
- gibbs sampling
- posterior distribution
- markov random field
- maximum likelihood estimation
- linear models
- prior knowledge
- parameters estimation
- maximum entropy
- expectation maximization
- structure learning
- higher order
- mrf model
- likelihood function
- probabilistic model
- parameter estimates
- computer vision