Resource Center
Statistics, Predictive Modeling and Data Mining
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Enhancing Insights: Image Analysis and Comprehensive Data Exploration in JMP® ProThis webinar demonstrates how to harness the power of data to predict trends, identify opportunities, and make informed decisions. Specifically, with JMP's predictive analytics software, JMP Pro.
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Workshop: Making better data-based decisions with statistical modelling techniquesThis two-part workshop has been designed for scientists and engineers who want to make the most of the data they have available. The workshop will guide you through the basics of predictive modelling, helping to drive innovation and process improvement.
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Lohmann: 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.
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Make better data based decisions with Statistical Modelling TechniquesThis three-part workshop on statistical modelling techniques is geared towards scientists and engineers who are looking to make the most of their data and gain valuable insights as quickly as possible.
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Coral Reef DiagnosticsPredictive modeling in the race to preserve coral reefs.
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Universidade de Trás-os-Montes e Alto DouroA forest scientist discusses silvicultural simulations and the joy of modeling.
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How to ensure your investment in Machine Learning yields beneficial outcomesIn this talk, Jonathan Williams, PhD, Data Analysis Manager at IQE, shares guidance and stories about how to get started with machine learning techniques or effectively integrate them within existing programs.
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Unit TestsOver the past 20 years, software developers have become increasingly interested in automated unit testing and the phrase unit testing framework has come to refer to the mechanism used to facilitate automated unit testing. Learn how JMP uses unit testing in its software development.
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The Art of Effective Statistical CollaborationDr. Julia Sharp and Dr. Emily Griffith discuss the art of effective statistical collaboration.
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Revolutionizing Sustainability Through Green ChemistryJoin us for a virtual discussion with Grace Lasker and Rick Morgan on sustainability through green chemistry.
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Glean and Visualize Deeper Insight from Your DataHear best practices from Procter & Gamble and Michelin! Gaining skills around a multistage process of turning data into useful insights is key. You will see how interactive, no-code analytics enable any scientist or engineer to turn data into actionable insights with a combination of data preparation.
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How to Model Complex, High-Dimensional Chemical SpectraJoin us as JMP Senior Global Enablement Engineer Bill Worley shows us a visual approach to chemometrics.
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Machine learning applications for chemical and process industriesIn this article, we explain industrial data science fundamentals and link them with commonly-known examples in process engineering. Then, we review industrial applications using state-of-art machine learning techniques.
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Target MalariaCapacity-building efforts accelerate research outputs in novel vector control approaches towards disease transmission.
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The Significance of Data Science EthicsHear from top researchers in the world of Astrophysics.
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Producers, Consumers, and Servicers: Three Perspectives on ReliabilityJerry Fish shares core reliability analysis techniques and best practices by walking through a hypothetical case study based on HVAC reliability.
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How to Model Complex, High-Dimensional Chemical SpectraBill Worley and Jeremy Ash demonstrate spectral analysis in JMP. Understanding and acting on factors influencing quality can result in reduced cost, faster time to market, better quality, and other benefits to your organization.
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How to Get the Most Out of Machine LearningHear from leaders in the machine learning realm from Brewer Science, Abt Associates and SAS
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Karlsruhe Institute of TechnologyConservation biologists look to sophisticated statistical approaches like machine learning to improve species survival.
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What scientists and engineers can (and should) do with text dataText analytics advice from experts at the FDA, P&G and 1440 Consulting
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Data Science is a Team SportProfessor Alyson Wilson discusses how, as data grows in volume, velocity, variety and veracity, solving complex problems can no longer be done in a silo.
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Forecasting in the IoT eraProfessor, researcher and author Galit Shmueli discusses how large collections of time series can lead to extremely useful forecasting in the Internet of Things Era.
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Moving from Minitab to JMP: A Transition Guide, Version 2This guide explains how Minitab and JMP differ in the handling of descriptive statistics and visualizations. It is meant to ease the user’s transition from Minitab v19 to JMP 16 and JMP Pro 16. Focus is on the user interface, how tools are accessed, how analyses are performed, and the general workflow of the packages.
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University of ArizonaStatistical models challenge conventional wisdom about prairie dog behavior, opening the door for new conservation strategies.
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North Dakota State UniversityBreeding pipeline database managers use a custom dashboard in JMP to accelerate query and analysis.
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Build - and Choose - Better Models Faster: Data Scientists in a BoxKemal Oflus demonstrates how to utilize machine learning methods without having to write and tune algorithms by leveraging your subject matter expertise.
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Moving from SPSS to JMP: A Transition GuideThis guide explains how SPSS and JMP differ in the handling of descriptive statistics and visualizations. It is meant to ease the user’s transition from SPSS Version 27 to JMP 16 and JMP Pro 16.
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Mission-critical advanced statistics for the defense communityLearn about machine learning and artificial intelligence, and their synergies with structured experimentation
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PhyzzA combination of sensory analysis and design of experiments helps optimize taste, shelf life and nutritional value.
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Predicting Product Reliability: A Case StudyExplore core reliability analysis techniques and best practices by walking through a case study based on hard drive reliability.
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Leveraging Free Text Data to Build Better ModelsLearn how text data can be combined with non-text data to build better models and make better decisions.
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JMP takes the struggle out of data wranglingThis paper provides an introduction to the unglamorous, time-consuming, laborious, and sometimes dreaded “dirty work” of statistical investigations – data preparation. The good news: JMP can perform these operations with ease.
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Solving science and engineering problems with machine learningRolls-Royce, Tata Steel and SABIC innovate with machine learning and AI
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WildTrackConservationists monitor wildlife by tracking footprints.
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Sungkyunkwan UniversityResearchers use JMP to craft tailor-made machine learning applications for industry client, POSCO.
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Septeni HoldingsA data-driven human resource strategy is the key to increasing employee retention and performance.
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University of MichiganBusiness school uses JMP for courses in introductory statistics and data mining.
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University of HyogoResearchers make impressive strides in social system engineering.
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University of Southern CaliforniaUniversity uses JMP for analytics and exploratory data mining in MBA classes.
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Khaled bin Sultan Living Oceans FoundationA marine biologist uses predictive modeling to help prioritize conservation efforts.
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Ferring Pharmaceuticals & NNEJMP Clinical enables Ferring to implement a custom centralized statistical monitoring program designed by consultancy NNE.
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North Carolina Department of TransportationThe department makes strategic improvements with Lean Six Sigma.
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Hokkaido UniversityAn analytics course helps medical students develop transferable statistics skills.
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Oshkosh CorporationEngineers revolutionize customer support systems with text analytics.
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Stanford University School of MedicineResearcher uses JMP to explore associations between genetic markers.
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VillanovaA business school professor uses JMP Pro to advance an analytics curriculum.
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University of ConnecticutJMP helps students gain a fundamental knowledge of analytics.
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AllnexText exploration helps researchers gain business insight from a vast quantity of patent data.
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MurataEngineers apply JMP on-site to improve objective analysis results.
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USDA Animal and Plant Health Inspection ServiceScientists assess the risks of plant pest invasions and monitor their movements.
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Virginia TechAn interdisciplinary research effort sheds light on lemur behavior.
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Mario Negri Institute for Pharmacological ResearchEpidemiologist uses JMP to study aging, anemia, Alzheimer's and more.
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Chemistry MattersData visualization helps forensic chemists explain evidence to judges, juries, law enforcement and environmental agencies.
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Ono PharmaceuticalA statistical approach helps Ono Pharmaceutical build quality controls directly into manufacturing methods
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University of GenevaGraduate students use JMP to learn the ins and outs of analytics in the business world.
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GlaxoSmithKlineScientists and engineers improve production processes.
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Kyoto UniversityJMP helps educators train future public health practitioners.
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Mitsubishi Tanabe PharmaResearchers use JMP outputs to make pharmaceutical production processes more efficient and reliable.
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Shibaura Institute of TechnologyStudents and faculty members rely on JMP Pro to augment their use of statistical analysis in coursework and research.
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Penn Vet Working Dog CenterResearchers look at behavioral trends to better predict which dogs will be best suited to which working dog roles.
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W.L. Gore JapanW.L. Gore Japan improves process efficiency by adopting a statistics-driven operational approach.
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ArlendaArlenda uses JMP to help pharmaceutical companies establish more effective, less expensive development and manufacturing processes.
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Eastman ChemicalJMP and JMP Pro allow a team of statisticians to interactively engage with their data and share insights with internal clients.
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Houston AstrosHow the losingest team in baseball found a competitive edge with analytics.
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Nanjing Sport InstituteA culture of statistical thinking permeates research and learning in epidemiology and exercise science.
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BASFChemists uncover a replacement for phosphates in dish detergent.
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Oklahoma State UniversityA business analytics master’s program takes a cue from industry partners.
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Roche UKA forward-thinking statistical monitoring program helps ensure smooth and accurate regulatory filings.
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BridgestoneAnalytics speeds the R&D process for high-performance tire formulations.
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Boston UniversityAt Boston University, custom JMP add-ins make statistics more interactive.
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San Diego ZooConservation scientists use JMP to develop new management strategies that have the potential to save endangered species.
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LufthansaLufthansa uses JMP improve flight schedules and keep customer satisfaction high.
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North Carolina State University Department of Industrial and Systems EngineeringAn industrial engineer analyzes data from designed experiments to study driver distraction.
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Cranfield UniversityGraduate students in Strategic Marketing use data to drive successful segmentation, targeting and positioning strategies.
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Federal Aviation AdministrationThe FAA analyzes air traffic data to help planes keep their distance.
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Davidson CollegeA sports analytics program helps the Davidson Wildcats up their game.
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US Department of Energy National Renewable Energy LaboratoryUS Department of Energy optimizes solar energy systems with JMP.
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Valard ConstructionData scientists develop labor force models in JMP to optimize crew productivity.
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KraftKraft Foods deploys a unique software tool that cuts analysis time in half.
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Nu SkinNu Skin developed an interactive JMP environment in eight months from concept to implementation.
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MedtronicAn R&D team develops a new, easily replicated methodology for evaluating medical device performance.
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Colorado Department of Public Health and EnvironmentAn epidemiologist uses data analysis to help patients living with HIV/AIDS reenter the care continuum.
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MerckBiostatisticians use interactive features in JMP to perform robust statistical analyses in less time.
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FreseniusFresenius uses JMP to streamline a medical device manufacturing process with innovative Visual Six Sigma thinking
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P&GQuantitative scientists use statistics to advance P&G’s most iconic consumer brands.
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MedytoxA Korean biopharmaceutical trailblazer prepares to enter the global market by ‘strengthening internal infrastructure and improving clinical quality.’
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Bionano GenomicsEngineers consolidate a resource-intensive pipeline by modeling computational time for optical map assembly in JMP.
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McDonald'sPredictive analytics helps anticipate trends.