Accounting for spatial autocorrelation from model selection to statistical inference: Application to a national survey of a diurnal raptor.
Kévin Le RestDavid PinaudVincent BretagnollePublished in: Ecol. Informatics (2013)
Keyphrases
- model selection
- statistical inference
- statistical learning
- cross validation
- hyperparameters
- sample size
- bayesian inference
- regression model
- parameter estimation
- spatial autocorrelation
- graphical models
- machine learning
- mixture model
- feature selection
- unsupervised learning
- gaussian process
- spatial distribution
- selection criterion
- model selection criteria