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American car dealers are being boxed in by customers brandishing price-lists for particular models found by searching the Internet.McKinsey suggests that firms might try aggressively raising prices in lower-cost markets—even at the expense of lost volume there in order to avoid a collapse to the lowest common denominator.
In the present study, models found by OLS and PLS regression, both combined with variable selection, are compared with regard to interpretation, response optimisation and prediction, for regular mixtures, mixture process and crossed mixture data.
Figure 5 shows examples of models found by the GA in which the predicted values using an optimized model are plotted against the observed PC values for a given pathway.
The regression models found by MARS were then applied and refit to a validation data set in SPLUS.
For example, with this data, models found by SA_geom after only 60 s of run time have an average, cross-validated CC of 0.97.
The factor structures of the Japanese and US HSOPS are almost identical, and perform better than the 11 factor models found by preceding studies [ 8, 9].
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Based on probabilistic weather forecast and a SGH thermal model, found by system identification, the operation set-points are optimised proactively by minimising the plant probable thermal "cost" and weather-related risk in a scheduling period to take pre-emptory action against potential emergencies.
Model 1 was the original four-factor model found by Schniering and Rapee (2002).
The analyses in this article are based on the best fitting model found by Antoniou et al (2002).
The acceptable parameter values for this model, found by multiple optimization runs, varied over several orders of magnitude.
Additionally, each non-significant factor was added one by one to the model found by the multiple backward analysis to check whether they contributed significantly to the model.
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