Several frequently used estimates of the domain of a regression model are discussed and compared with the convex hull of the predictor-variable values. A simple procedure for identifying new prediction values as interpolation or extrapolation points is presented using the convex hull as the model domain estimate and is illustrated by examples.
- Convex hull
- Model domain
ASJC Scopus subject areas
- Statistics and Probability
- Statistics, Probability and Uncertainty