UQLab Examples ➜ Kriging ➜ Kriging from existing data 1: Truss data set
Sampling strategies ➜
Learn how to specify a random vector and draw samples using various sampling strategies.
Kriging from existing data 2: Boston housing ➜
Create a Kriging surrogate from existing data (the Boston housing data set).
Correlation families ➜
Learn how to select different correlation families through an introductory Kriging example.
Estimation methods and optimization strategies ➜
Learn to use maximum likelihood or leave-one-out cross-validation as well as various optimization strategies.