I created a tutorial workshop with a case study on a fermentation process for a Design of Experiments course for bioscientists. Here you have the JMP journal and a pdf document with instructions. This tutorial will show you the overwhelming number of possibilities with multi-factor systems. And how you can efficiently and effectively learn about these with designed experiment such as the Definitive Screening Design.
The data comes from a published case study.
In this tutorial you will see how to design and analyse an experiment to maximise the titer of a fermentation process.
JMP Bioprocess DoE Workshop.jrn
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