Model Selection for a Class of Spatio-temporal Models for Areal Data.
Juan C. VivarMarco A. R. FerreiraPublished in: GeoInfo (2007)
Keyphrases
- model selection
- spatio temporal
- cross validation
- statistical inference
- parameter estimation
- training data
- bayesian methods
- prior knowledge
- hyperparameters
- regression model
- statistical models
- multivariate regression
- high dimensional data
- machine learning
- sample size
- data sets
- missing values
- statistical learning
- bayesian learning
- model selection criteria
- incomplete data
- gaussian process
- objective function
- feature selection
- leave one out cross validation
- information criterion
- parameter determination