Statistical Discovery Tools Take On Data Workflow Challenges

by Mat Dirjish

Statistical software company JMP Statistical Discovery LLC is offering new versions of JMP xxx, the company’s analytic workflow software. Debuting at the Discovery Summit Americas analytics conference, JMP 17, JMP Pro 17, JMP Clinical 17, and JMP Live 17 provide scientists and engineers with intuitive and collaborative analytic workflows, whether they process raw materials into foodstuffs, verify drug manufacturing meets regulatory standards, or develop sensors for autonomous vehicles.

Engineers and scientists at Thermo Fisher Scientific advocated for the widespread adoption of JMP to consolidate and automate data workflows, accelerating process transfer, validation and continuous verification of the process during the commercialization phase. Photo copyright Thermo Fisher Scientific.

A collaborative analytics platform for secure, enterprise-wide knowledge sharing, JMP Live, offers new capabilities for server-side data refresh and scheduling, better organization of content, and a streamlined publishing workflow. Other features of JMP Live include:

  • Connect directly to data sources and schedule updates without a third-party scheduling tool.
  • Hierarchical, nested spaces for better organization of reports, including improved access controls.
  • Publish with the improved workflow to easily share discoveries across the organization.
  • View data tables without downloading, then view data on mobile devices.
  • Single-click open in JMP to create a JMP Project for easy follow-up analysis.
  • More interactive features to explore reports, including Categorial Response Profilers, Packed Bar Charts and Parallel Plots.

Also embarking, JMP 17 and JMP Pro 17 highlights include:

  • Workflow Builder to record an interactive session to a graphical workflow script for automation, teaching, repeatable data preparation or reproducible analysis.
  • OSI PI Import to access rich asset data stored on an OSIsoft PI server without coding or interacting with APIs and use those data to visualize, enrich and improve models.
  • Easy DOE for a step-by-step guide through the DOE workflow from designing the experiment to analyzing, predicting and reporting findings.
  • Search JMP for quick answers about capabilities, data cleanup operations, statistical tests and visualizations.
  • Optimized handling of large, wide tables and analysis (Multivariate, Response Screening and data table transformations).
  • Spectral Analysis in Functional Data Explorer for preprocessing, modeling and multivariate analysis of spectral data common in analytical chemistry and material science. (JMP Pro)
  • Direct import of commonly used genetic and genomic data formats; new platform for Genetic Marker analysis and new model-based Genetic Breeding Simulations. (JMP Pro)

For ensuring pharmaceutical trial safety and efficacy, the new version of JMP Clinical 17 offers greater speed and simplicity and will be available in November 2022. Features include:

  • Set up clinical review reports quickly with data and analysis solely in JMP.
  • Access improved reports to assess study health, monitor clinical sites and explore subject level profiles.
  • Develop standardized reports that are ready for reporting and regulatory submissions, including DSUR/PSUR reporting and Custom Medical Queries.
  • Publish clinical reports to JMP Live 17 to enable broader sharing and review of results.
  • Explore and build predictive models for clinical trial data with the integration of JMP Pro.

Pronounced “jump”, JMP is a wholly owned subsidiary of SAS led by John Sall, SAS co-founder and Executive Vice President. For more details, visit the JMP and SAS websites.

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