Hyper-local geographically weighted regression: extending GWR through local model selection and local bandwidth optimization.
Alexis J. ComberYunqiang WangYihe LüXingchang ZhangPaul HarrisPublished in: J. Spatial Inf. Sci. (2018)
Keyphrases
- model selection
- regression model
- cross validation
- hyperparameters
- parameter estimation
- bayesian learning
- statistical learning
- meta learning
- marginal likelihood
- sample size
- feature selection
- statistical inference
- machine learning
- motion segmentation
- information criterion
- error estimation
- selection criterion
- bayesian information criterion
- leave one out cross validation
- generalization error
- gaussian process
- mixture model
- model selection criteria
- generalization bounds
- variable selection
- gaussian mixture model
- least squares
- bayesian model selection