| MaxPro-package {MaxPro} | R Documentation |
MaxPro package
Description
Maximum projection (MaxPro) designs for quantitative and/or qualitative factors
Details
| Package: | MaxPro |
| Type: | Package |
| Version: | 4.1-2 |
| Date: | 2018-09-27 |
| License: | LGPL-2.1 |
Important functions in this package are: MaxProLHD generates the MaxPro Latin hypercube design for continuous factors, MaxPro searches for the locally optimal MaxPro design in the neighborhood of a given initial design for continuous factors, MaxProQQ generates the MaxPro design with both quantitative and qualitative factors, MaxProAugment sequentially augments an existing design with additional design points based on the MaxPro criterion for all types of factors and constraints, MaxProRunOrder finds the optimal order to run a given design in a sequential manner based on the MaxPro criterion, and MaxProMeasure reports the MaxPro criterion value for a given design.
Author(s)
Shan Ba and V. Roshan Joseph
Maintainer: Shan Ba <shanbatr@gmail.com>
References
Joseph, V. R., Gul, E., and Ba, S. (2015) "Maximum Projection Designs for Computer Experiments," Biometrika, 102, 371-380.
Joseph, V. R., Gul, E., and Ba, S. (2018) "Designing Computer Experiments with Multiple Types of Factors: The MaxPro Approach," Journal of Quality Technology, to appear.