In: Statistics and Probability
The prediction profiler in most software packages is used to predict response outcomes for your selected factor inputs within the experimental DOE ranges you have already analyzed true or false
True.
The prediction profiler in most software packages is used to predict response outcome for selected factor inputs within the experimental DOE ranges that have already been analyzed.
Because the prediction profiler also work as we do. It first give different levels to different factors. Then fit a linear model. This linear models will predict the output based on the factors and their different levels.
So, it can be ensured that the prediction profiler do the same work as we do in analysis.
There is no other question attached to it. So, I can't help you further. Because the problem and how you want to approach to it, is not given. Even it is also not given which prediction profiler you are using. But I can ensure you that whatever profiler you use you will get almost the same result if the data remains same.
Even you can check the help file of the profiler or the function you are going to use. It will help you a lot.