A note on Wild and Pignatiello's experimental design strategy

SIMULATION ◽  
1992 ◽  
Vol 58 (6) ◽  
pp. 393-394
Author(s):  
Jack P. C. Kleijnen
Keyword(s):  
Experimental Design ◽  
Design Strategy

scholarly journals Asymptotic Inference for Optimal Rerandomization Designs

2021 ◽  
Vol 1 (1) ◽  
pp. 49-58
Author(s):  
Mårten Schultzberg ◽  
Per Johansson
Keyword(s):  
Experimental Design ◽  
Normal Distribution ◽  
Mahalanobis Distance ◽  
Design Strategy ◽  
Sampling Distribution ◽  
Optimal Designs ◽  
Asymptotic Inference ◽  
Optimal Allocations ◽  
Asymptotic Sampling

AbstractRecently a computational-based experimental design strategy called rerandomization has been proposed as an alternative or complement to traditional blocked designs. The idea of rerandomization is to remove, from consideration, those allocations with large imbalances in observed covariates according to a balance criterion, and then randomize within the set of acceptable allocations. Based on the Mahalanobis distance criterion for balancing the covariates, we show that asymptotic inference to the population, from which the units in the sample are randomly drawn, is possible using only the set of best, or ‘optimal’, allocations. Finally, we show that for the optimal and near optimal designs, the quite complex asymptotic sampling distribution derived by Li et al. (2018), is well approximated by a normal distribution.

Model Discrimination and Parameter Identification by an Experimental Design Strategy

1998 ◽  
Vol 31 (8) ◽  
pp. 73-78 ◽  
Author(s):  
R. Takors ◽  
D. Weuster-Botz ◽  
W. Wiechert ◽  
C. Wandrey
Keyword(s):  
Experimental Design ◽  
Parameter Identification ◽  
Design Strategy ◽  
Model Discrimination

scholarly journals Sequential experimental design strategy for rapid kinetic modeling of chemical synthesis

AIChE Journal ◽  
2005 ◽  
Vol 51 (6) ◽  
pp. 1773-1781 ◽  
Author(s):  
Sébastien Issanchou ◽  
Patrick Cognet ◽  
Michel Cabassud
Keyword(s):  
Experimental Design ◽  
Chemical Synthesis ◽  
Kinetic Modeling ◽  
Design Strategy
Sign in / Sign up

Export Citation Format

Share Document