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OMARS Designs Add-in: A Gateway to a New Family of Orthogonal RSDs (2022-EU-30MP-1051)
Hadley Myers, JMP Systems Engineer, SAS Phil Kay, Learning Manager, Global Enablement, JMP The definitive screening design (DSD) is almost certainly the 21st century's most exciting and useful innovation in design of experiments (DOE). As a screening design, the DSD offers unique properties for a much smaller number of a…
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Comparing Predictive Model Performance with Confidence Curves (2022-EU-45MP-1039)
Bryan Fricke, Senior Product Manager, JMP Russ Wolfinger, Director, Research and Development, JMP Repeated k-fold cross-validation is commonly used to evaluate the performance of predictive models. The problem is, how do you know when a difference in performance is sufficiently large to declare one model better than…
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Predicting Molecule Stability in Biopharmaceutical Products with a Rapid Short-Term Study Using JMP (2022-EU-30MP-1005)
Paul Taylor, Senior Scientist, GSK David Hilton, Investigator, GSK In the journey of delivering new medicines to patients, the new molecular entity must demonstrate that it is safe, efficacious, and stable over prolonged periods of time under storage. Long-term stability studies are designed to gather data (potentially up…
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Finding the Optimal Parameters for Laser Welding of Steel Plates with JMP (2022-EU-45MP-1013)
Contributed Paper Winner CLECIM® Laser Welding Machines Finding the optimal parameters for laser welding of steel plates with JMP Stéphane GEORGES R&D and Data Science Project Manager, Dept. of Technology and Innovation Clecim SAS., 41 route de Feurs, CS 50099, 42600 Savigneux Cedex, France Purpose – To be considered…
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How to Make More from Online and Offline Fermentation Data to Speed up Process Development (2022-EU-45MP-1004)
Benjamin Fürst, Group Leader Bioprocess Design, Clariant Produkte Deutschland GmbH Resources in process development for fermentation processes are always limited, often because of time constraints or the limited access to fermentation vessels. For this reason, the optimal usage of the data collected is of utmost…
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Control Charting Kinetical and Other Time-Dependent Curves (2022-EU-30MP-1042)
Markus Schafheutle, Consultant, Business Consulting SPC and control charting is a common procedure in industry. Normally, you are controlling and observing a single measure over time. These data are displayed with ±3s limits around the mean on a chart. However, when kinetical curves or other time-dependent behaviors are a…
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Analytics Advocate Spotlight
Kira Alhorn, Statistician, W.L. Gore & Associates GmbH Damien Bonnet, Validation Engineer and Continued Process Verification Lead, Thermo Fisher Scientific Véronique Brianto-Gabier, Validation Engineer, Thermo Fisher Scientific Owen Lozman, Managing Director, M Ventures JMP advocates from M Ventures, W. L. Gore and Thermo…
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A Surprising Use of the Fit Definitive Screening Platform (2022-EU-45MP-1066)
Invited Paper Winner Bradley Jones, JMP Distinguished Research Fellow, JMP As is evident by its name, the original intended use of the Fit Definitive Screening platform was to analyze Definitive Screening Designs (DSDs). The surprise is that this platform can analyze a much broader class of designs than just DSDs. It turns…
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Grace, Regeneration and Connection
Craig Foster, Filmmaker, Naturalist and Founder Sea Change Project What does grace have to do with analytic best practices? What does regeneration have to do with World Water Day? And what does Craig Foster know about connections? Everything! Known for his film, My Octopus Teacher, Foster shares his story of overcoming…
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The Joy of Data
Hannah Fry Professor in the Mathematics of Cities, Centre for Advanced Spatial Analysis at University College London I’ve spent the last decade working with data, hunting for mathematical patterns in human behaviour. In that time, I’ve come across some incredible stories - written solely in the numbers - that get right to…