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Steal This Code! Three Upgrades for Scripts Obtained from the Enhanced Log (2021-US-45MP-870)
Invited Paper Winner Level: Intermediate Jordan Hiller, JMP Senior Systems Engineer, SAS JMP 16 made us all coders. With Action Recording in the Enhanced Log, point-and-click data work can now be saved as a replayable script. Learn some intermediate JSL techniques to future-proof your captured code, making it more general,…
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Analyzing Functional Data with Direct Functional PCA in Functional Data Explorer (2021-US-30MP-913)
Level: Advanced Ryan Parker, Sr Research Statistician Developer, JMP In JMP Pro 16, the Direct Functional PCA (DFPCA) modeling option has been added to the Functional Data Explorer (FDE) to provide a way to perform functional PCA without first fitting basis function models. This approach not only makes larger functional…
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Custom Constraints Solves Mixture DOE Problem at Fuchs Lubricants (2021-US-30MP-896)
Level: Intermediate Jerry Fish, JMP Systems Engineer, SAS Dr. Na Liu, Group Leader/R&D Scientist, FUCHS LUBRICANTS CO. Ryan Bottos, Research and Development Lab Technician, Fuchs Lubricants Co. Fuchs Lubricants wanted to plan a Designed Experiment to test mixture components for one of their formulations. One of the mixture…
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One Multi-tabbed, Filterable Dashboard (2021-US-30MP-803)
Level: Intermediate Kevin Doran, Senior Staff Engineer, Intel Corporation Data collection teams within companies amass amazingly large amounts of information. And while these data are very valuable, it is not often tranlated into a format that is usuable by the recipient. Further compounding the problem is that different…
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Making an Easy Button for Data Access (2021-US-30MP-868)
Level: Intermediate Hadley Myers, JMP Sr Systems Engineer, SAS Peter Hersh, JMP Senior Systems Engineer, SAS Accessing data is often a very time-consuming and aggravating step of the data workflow. It can delay solutions being implemented or allow problems to persist undetected, often with disastrous consequences. Why…
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That Can’t Be My Weight! Is My Scale Broken? An Exploration of Measurement Systems Analysis (MSA) (2021-US-45MP-826)
Level: Intermediate Jason Wiggins, Sr. Systems Engineer, JMP From our homes to the lab to the production floor, measurements systems are everywhere. At home, there is the dreaded bathroom scale. In test labs, a variety of systems are used to measure important physical properties like material strength. Production systems…
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Model Screening in JMP Pro 16: Streamlining the Predictive Modeling Workflow (2021-US-45MP-846)
Level: Intermediate Mia Stephens, JMP Principal Product Manager, SAS Predictive modeling is all about finding the model, or combination of models, that most accurately predicts the outcome of interest. But, not all problems (or data) are created equal. For any given scenario, there several possible predictive models you…
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Netflix or AMC: Predicting Release Strategies in the Age of Options (2021-US-EPO-813)
Level: Intermediate Lavada Blanton, Business Analytics Student, Oklahoma State University As the challenges of COVID-19 made more businesses switch to virtual resources, the film industry was no exception. While billions are staying indoors and taking socially distanced precautions, production companies must decide the…
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Beyond A/B: Case Study of Multivariate Test Design and Advanced Analytics for Webpage Optimization (2021-US-45MP-821)
Level: Intermediate Steven Crist, Analytics Consultant, Wells Fargo It is well known that optimization of the layout and content of webpages can be achieved through thoughtful pre-test design of experiment (DOE), post-test analysis and identification and productionization of a winning variant webpage. The present use case…
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47 Years (So Far) with Designed Experiments from One-Factor-at-a-Time Designs to GO-SSD Designs (2021-US-30MP-809)
Contributed Paper On Demand Winner Level: Beginner Ronald Andrews, Sole Proprietor, Andrews Practical Stats Like most young engineers at Kodak, I started out running one-factor-at-a-time designs, until we needed to optimize a five-component solution. After successfully optimizing this solution that had two statistically…