Design of Experiments (DOE) gives biologists huge power to understand complex systems, but the response that’s modeled often needs to be a single data point for each run.
In many systems, the outcome you care about is a curve - like when you’re looking at growth, binding or kinetics. Choosing an individual point from these curves to model in your DOE analysis massively reduces the possible insight you can derive from an experiment.
But it is possible to use a curve as your response, enabling much more powerful analyses of these systems.
On August 23rd 3pm BST/10am EDT, Dr Phil Kay from JMP, and Dr Markus Gershater from Synthace showed:
-
How to design and model with functional component analysis in mind if your outcome is a function in your DOE experiment
-
What tools you should consider for this modeling and analysis approach
-
Real-life examples of how this functional component analysis works
In the meantime, if you have questions you want to ask about our upcoming webinar or DOE in general, drop us an email at hello@synthace.com
Recorded on Aug 23, 2022
Register To Watch The Recording
Speakers
Phil Kay
Learning Manager, Global Technical Enablement - JMP
Phil Kay
Learning Manager, Global Technical Enablement - JMP
Phil Kay is a learning manager for JMP, a division of SAS. His job is to understand the science and engineering challenges and provide guidance on data analytic solutions for industrial organizations around the world.
Previously, Phil was a key scientist in the development of numerous processes for the manufacture of colorants for digital printing at FujiFilm Imaging Colorants. Phil has a master’s degree in applied statistics with a dissertation on Design of Experiments. He also has a master’s and PhD in chemistry.
He is a Fellow of the Royal Statistical Society, a Chartered Chemist, and a member of the committee for the Process Chemistry and Technology Group with the Royal Society of Chemistry.
Markus Gershater
Chief Scientific Officer & Co-Founder - Synthace
Markus Gershater
Chief Scientific Officer & Co-Founder - Synthace
Markus co-founded Synthace after working as a Research Associate in Synthetic Biology at University College London where he developed novel biosynthesis methods using pathway engineering.
Prior to UCL, he was a Biotransformation Scientist at Novacta Biosystems working as part of the industrial biotechnology group that conducted more than 90 contract research projects for over 20 clients. Markus has a PhD in Plant Biochemistry from Durham.