Research Article
Examination of Experimental Designs and Response Surface Methods for Uncertainty Analysis of Production Forecast: A Niger Delta Case Study
Table 12
Summary of the statistical analysis of RSMs from OVAAT screening.
| Performance index | D-optimal | Box-Behnken |
| RMSE | 345823.8 | 282381.6 | AAD | 281176.5 | 215245.9 | AD | 588.2 | | | 2.1 | 2.3 | SD | 1.1 | 0.7 | AAPRE | 0.9 | 0.6 | -square (%) | 97.2 | 98.2 | Adj. -square (%) | 96.3 | 97.7 | Pred. -square (%) | 95.1 | 96.7 | Exp. runs | 37.0 | 62.0 |
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