Introduction
Advantages of a Probabilistic Approach
Statistical Models
Large-Scale Predictors
Fitting Statistical Models - Cross Validation
Data and Data Quality Control
Interpolating to a Grid
Method
Cross Validation
Covariability between Grid Points and Variables
Climate Models and De-biasing
Performance
Future Projections
Downscaled Climate Projections
A modified version of kriging that also uses information from the PRISM climatology is used.