Statistical downscaling of rainfall data using sparse variable selection methods.
Aloke PhatakBryson C. BatesSteve P. CharlesPublished in: Environ. Model. Softw. (2011)
Keyphrases
- variable selection
- statistical methods
- high dimensional data
- data sets
- cross validation
- input variables
- high dimensional
- statistical analysis
- data mining methods
- image data
- linear models
- data mining techniques
- neural network
- model selection
- artificial neural networks
- data analysis
- training data
- knowledge discovery
- data points
- preprocessing
- pattern recognition
- single nucleotide polymorphisms