Design of Experiments
Utilize mixture, classical or custom designs and analysis to learn better and faster, getting more information out of each experimental run.
- Whitepaper: The JMP DOE Advantage
- Webcast: Mixture Designs for Formulation Scientists
- Webcast: Innovation in the Chemical Industry with Statistics and DOE
- Webcast: Enhanced Product Development Through Experimental Design
- Webcast: Designing Experiments to Optimize Manufacturing Materials Selection
- Blog Post: Why Design Experiments? Reason 1: Too Many Possibilities to Explore
- Blog Post: Why Design Experiments? Reason 2: Process Understanding
- Free Online Course: STIPS Design of Experiments Module
Statistical Process Control and Process Capabilities
Monitor the stability of your process and look for changes in variability. Also determine how capable your process is at meeting your spec limits.
- Whitepaper: Guaranteeing the Quality, Eifficacy and Safety of Pharmaceuticals
- Webcast: Evaluating and Monitoring Your Process Using MSA and SPC
- Webcast: Using Statistical Process Controls to Improve and Monitor your Process
- Blog Post: MSA and SPC Slides, Journals and Resources
- Free Online Course: STIPS Quality Methods Module
Data Vizualization and Cleaning
Easily explore your data with drag-and-drop graphing, updating graphs utilizing filters and column switcher.
- Whitepaper: Effective Data Visualizations
- Webcast: Evaluating and Monitoring Your Process Using MSA and SPC
- Webcast: Best Practices in Data Visualization
- Blog: 8 Common Myths about Data Visualization
- Free Online Course: STIPS Exploratory Data Analysis Module
Data Mining and Predictive Modeling
Look through historical data to better understand key drivers of your response using statistical techniques such as regression, PLS, PCA, and decision tree analysis.
- White Paper: Smart Maching Learning for Manufacturers
- White Paper: Bootstrap Forest Yield Analysis
- Webcast: Predictive Analytics for Smarter Decision Making
- Webcast: Data Mining and Predictive Modeling
- Blog Post: Is that Model Any Good?
- Free Online Course: STIPS Predictive Modeling and Text Mining
- Blog: Chemical Reaction Monitoring Using Functional Data Analysis
Customer Stories
