Comparison Of Response Surface Designs In A Spherical Region

Boonorm Chomtee, John J. Borkowski
2012 Zenodo  
The objective of the research is to study and compare response surface designs: Central composite designs (CCD), Box- Behnken designs (BBD), Small composite designs (SCD), Hybrid designs, and Uniform shell designs (USD) over sets of reduced models when the design is in a spherical region for 3 and 4 design variables. The two optimality criteria ( D and G ) are considered which larger values imply a better design. The comparison of design optimality criteria of the response surface designs
more » ... the full second order model and sets of reduced models for 3 and 4 factors based on the two criteria are presented.
doi:10.5281/zenodo.1077303 fatcat:a3lvb25y7bfl5cxe3nhzej42eq