Global Sensitivity Analysis (GSA) Measures the Quality of Parameter Estimation. Case of Soil Parameter Estimation with a Crop Model.
Hubert VarellaMartine GuérifSamuel BuisPublished in: IGARSS (3) (2008)
Keyphrases
- parameter estimation
- sensitivity analysis
- maximum likelihood
- em algorithm
- statistical models
- parameter values
- random fields
- least squares
- parameter estimation algorithm
- model selection
- markov random field
- model fitting
- parameters estimation
- maximum likelihood estimation
- expectation maximization
- parameter estimates
- approximate inference
- gibbs sampling
- probabilistic model
- variational inequalities
- posterior distribution
- three dimensional
- similarity measure
- probability distribution
- estimation problems
- experimental data
- data mining