Resource Center
Design of experiments
On-Demand WebinarFrom Noise to Nuance: Realizing the Full Potential of Spectroscopy and Chromatography DataExplore how to clean and analyze spectral data, maximizing valuable insights in process development
On-Demand WebinarDOE: A Critical Component in the Data Scientist’s ToolboxFather-daughter duo Dr. Christopher Nachtsheim and Dr. Abby Nachtsheim discuss applications where DOE approaches have been successfully used for strategic development of synthetic data sets for test and evaluation of ML algorithms.
On-Demand WebinarMastering Analytical Development: Implementing DOE for the ICH Q14 Enhanced ApproachMastering Analytical Development: Implementing DOE for the ICH Q14 Enhanced Approach
On-Demand WebinarDesign of Experiments for Reverse Engineering FormulationsIn this Technically Speaking, discover the full potential of your experiments with design of experiments (DOE). This webinar demonstrates applications of DOE methods to responses that are characterized by a curve of correlated response values – even spectra.
On-Demand WebinarStatistical Strategies to Accelerate Development (Not Slow It Down)In this Statistically Speaking, Julia O'Neill uses the Quality by Design (QbD) framework for maintaining an accelerated timeline while satisfying reviewer expectations.
On-Demand WebinarCerba Research: Achieving Process Excellence with Design of ExperimentsWatch this video in which Marie Gerus-Durand from Cerba Research explains how Design of Experiments offers a strategic approach for professionals aiming to refine their operations for improved outcomes.
On-Demand WebinarLohmann: Elevate Science and Engineering with Predictive ModelingWatch this video and get the knowledge and tools you need to make data-driven decisions using Predictive Modeling.
On-Demand WebinarApplications of Modern Design of Experiments (DoE)In this fun, engaging and free three-part online training program on DoE, delivered by JMP, you will be introduced to DoE and discover how it enables scientists and engineers to develop better solutions faster.
ArticleDesign of Experiments (DOE) for Pharmaceutical Sciences, Biotechnology, and Medical Electronics - Bridging Innovation and PrecisionLearn how DOE is revolutionizing pharma, biotech and medical electronics engineering, making health care safer, more efficient, and more effective for all.
On-Demand WebinarInnovative Applications in Designed ExperimentsHear from three subject experts as they explore recent innovations within experimental design methods, provide insight into the utility of combinatorial testing in DOE, and discuss how applications of DOE in the aerospace industry can reduce costs and improve product quality.
On-Demand WebinarUsing Design of Experiments (DOE) to Optimize and InnovateThis web seminar dives into the contrast between testing variables “one at a time” vs. “testing several” through Design of Experiments (DOE).
On-Demand WebinarAdvancing R&D Transformation through Data-Driven Science and Design of ExperimentsLearn how change agents at Johnson Matthey developed a coalition of support for data-driven science.
On-Demand WebinarEnsuring Product Longevity: A Guide to Accurate Shelf Life EstimationLearn more about the shelf life determination process and ensure that your products stand the test of time, both in terms of efficacy and safety.
On-Demand WebinarProblem Solving with Design of Experiments: Navigating Complex Challenges in R&D and ManufacturingDiscover how design of experiments (DOE) can enhance industrial R&D, streamline operations, and improve efficiency.
On-Demand WebinarGetting Started with Design of Experiments (DOE)Discover how design of experiments (DOE) can enhance industrial R&D, streamline operations, and improve efficiency.
On-Demand WebinarWorkshop: Solving complex problems by mastering Design of Experiments (DoE)This series of three one-hour workshops is intended to expand existing knowledge of DOE concepts. You will learn about designs that go beyond classical factorial and fractional factorial designs and explore how optimal designs can be tailored to the practical constraints of your process or system.
On-Demand WebinarGaining Insight into Diverse Chemical Challenges with Designed ExperimentsDuring the session, learn how DOE successfully overcame several diverse chemical industry situations that resulted in time and resource savings, scientific breakthroughs, and financial benefits.
On-Demand WebinarMiltenyi Biotec: Mastering Decision-Making in Process Engineering: An Exploration of Design of ExperimentsWatch this video and get the knowledge and tools you need to make data-driven decisions using DOE.- On-Demand WebinarThe Relevance of Measurement Systems Analysis: A Case Study on MSA Methodology and ApplicationsDive into our two-part MSA webinar with Christian Neu of P&G. Discover how MSA enhances research, optimizes processes, and fast-tracks product launches. Part one covers MSA basics, while part two explores gauge validation. Upgrade your research acumen now!
ArticleWhy the making stuff mindset doesn't make senseDOE expert Phil Kay discusses how design of experiments, and a little planning, can help you run projects that are more efficient, predictable and deliver the data you need to make better decisions.
On-Demand WebinarAnalyzing Curve Data with JMPIn this webinar, you’ll learn how tools in JMP will help you better understand the variation in the shape of curves and how to use curves in Design of Experiments and modeling to better understand how input variables effect the shape of curves.
On-Demand WebinarGetting Started with Design of Experiments (DoE)This series of three one-hour workshops provides the necessary know-how and resources you will need to get started with DOE, including inspirational examples of the use of DoE in the many aspects of bringing products to the market.
On-Demand WebinarSmarter Innovation with Design of ExperimentsIn this series we’ll learn how to effectively implement (or expand) the use of design of experiments at your organization.- On-Demand WebinarA New Tool Makes Experiment Planning EasyIn this presentation, you'll learn about exciting new tools in JMP that makes experiment planning easy for both beginners and experienced users.
On-Demand WebinarJohnson Matthey: Building organizational consensus around the tools of digital chemistryThis one-hour, webinar offers rare insight into how chemists and scientific leaders can more effectively work together to build consensus and lay the foundations for digital chemistry’s implementation.
On-Demand WebinarSynergies of Designed Data Collection and Big DataIn this Statistically Speaking, Christine Anderson-Cook while she discusses Big Data and Designed Data Collection and the synergy between the two.
White PaperThe Why and How of Asking Good QuestionsChristine Anderson-Cook discusses how and why asking good questions helps shape curiosity and makes you a better collaborator.
On-Demand WebinarSynthomer: Making Data-Based Decisions in R&D and Manufacturing with Modern Design of ExperimentsJoin this webinar and learn how to get going with Design of Experiments (DOE), where to acquire DOE know-how during your adoption journey, and what to do to encourage others to follow.
On-Demand WebinarUsing Data Visualization for Better Decision MakingExplore different kind of graphs to visualize your data and communicate your findings effectively with colleagues and stakeholders
ArticleDigitalization is the future of science, just ask a biologistDOE expert Phil Kay discusses how digitalization can help automate large and complex experiments, an idea chemists should borrow from their biologist friends.
On-Demand WebinarDesign experiments to be robust to input variationYou’ll learn ways of designing new products, developing new processes, improving existing processes, developing new and improving current measurement systems so they can tolerate as much variation as possible in incoming material, processing, and operating characteristics.
White PaperChoosing the Right Design - with an Assist from JMP's Design ExplorerDeciding what data to collect for an experiment is a critical decision that has substantial consequences. In this paper, you'll learn how JMP's Design Explorer gives data scientists an easy way to construct and contrast multiple experimental designs that can be compared and evaluated.
Book ChapterJMP for Mixed ModelsJMP for Mixed Models walks through, in example-driven fashion, the core concepts of mixed models and how best to apply them in practice.
On-Demand WebinarGetting to Market Faster with Smart ExperimentationIn this Technically Speaking, Byron Wingerd will discuss how to lower the threshold for statistical methods, including design of experiments (DOE), process verification, and root cause.
On-Demand WebinarRevolutionizing Sustainability Through Green ChemistryJoin us for a virtual discussion with Grace Lasker and Rick Morgan on sustainability through green chemistry.
On-Demand WebinarDesign of Experiments for BioTech/Pharma ManufacturingIn this on-demand webinar, Jordan Hiller explains what Design of Experiments (DOE) is, and how to use it to improve processes and products. A case study shows key concepts, including how to plan a designed experiment in JMP and interpret the results.
On-Demand WebinarMaking Discoveries Easier with Design of ExperimentsJoin us for keynote talks and a panel discussion where we’ll simplify DOE – turning it from overwhelming to imperative.
On-Demand WebinarHow Design of Experiments Can Transform the Way We InnovateFind inspiration in analytics success stories from Moderna, Roche Diagnostics and CPI.
On-Demand WebinarSymrise: Mastering complex processes with Design of ExperimentsLearn how Symrise’s approach in Design of Experiments leads to understanding of complex processes and targeted formulation development
On-Demand WebinarSynthace: Accelerating process development with automated Design of ExperimentsJoin us to learn how Synthace’s software platform, Antha, empowers scientists to automate Design of Experiments (DoE) for optimising bioprocesses
On-Demand WebinarDesign of Experiments With Mixtures: A Case Study in Plastics FormulationsIn this 30-minute webinar, Wendy Tseng will show you how mixture experiments can be used to accelerate formulation development, optimize product characteristics and minimize costs.
Book ChapterCautionary Tales in Designed ExperimentsThe beauty of DOE is about learning—from mistakes, from trying new things, and from working with others.. In this free e-book legendary author Dr. David Salsburg looks at the history of DOE and shares what to do (and what not to do) to successfully execute designed experiments.
On-Demand WebinarDesign of Experiments in Lean Product DevelopmentLearn how design of experiments (DOE) can serve as the engine to help you quickly generate the knowledge needed to deliver profitable value streams.
On-Demand WebinarThe Power of Structured Experimentation in Science and EngineeringMicrosoft, Riffyn and Corning use design of experiments to solve problems, create new products
On-Demand WebinarAchieve rapid innovation with design of experimentsHow companies like Johnson Matthey and F-star Therapeutics take advantage of structured experimentation.
ArticleWhat Is Experimental Design?Experimental design is a technique that enables engineers to efficiently assess the effect of multiple inputs, or factors, on measures of performance, or responses.
On-Demand WebinarDOE Case Studies with Professor Peter GoosProfessor Peter Goos presents four case studies using JMP to design experiments. He describes each type of experiment and when and why it is useful.