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In this case study we will see that when each run of a DOE produces a curve, we can utilize non-linear fitting of the entire curve as a way to extract more information about the curve. Many times, these models are known theoretical models that match the behavior of the response. We will be able to extract parameters such as reaction rates, starting points and asymptotes and model those parameters to develop a prediction equation allowing conditions to be found that will produce a curve with the desired shape and maybe even one that was not exactly produced during the designed experiment. Stat-Ease 360® provides an easy link to Python® where the raw data can be passed, non-linear models produced, and key parameters fed back to Stat-Ease 360® ready to model. At the end of this presentation, users of this technique will no longer avoid the curve or have trouble with it. Instead, they will embrace it and appreciate the power of the curve and the extra information that can come from utilizing all the data rather than a one statistic summary only.
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