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JMP Statistical Discovery

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 * Software
   
   JMP PRODUCTS
   
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   --------------------------------------------------------------------------------
   
    * New in JMP 17
   
    * System Requirements
   
   JMP Software Overview
   
   Learn more about the JMP family of visual, interactive statistical discovery
   tools.
   
   JMP Analytic Workflow
   
   See how JMP can take you from data to insight — all in one self-service
   platform.
   
   Leveraging Data Across Your Organization
   
   Learn how JMP helps organizations to maximize value while working lean.
   
   
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   About JMP
   
   JMP produces interactive statistical discovery software.
   
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   SAS Co-Founder and Executive Vice President John Sall is the creator and
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NEW IN JMP® 17


SEE THE NEWEST CAPABILITIES IN JMP, JMP LIVE, JMP PRO AND JMP CLINICAL

Talk with a JMP team member


WORKFLOW BUILDER

The Workflow Builder captures an interactive session to a graphical workflow
script for automation, teaching, repeatable data preparation or reproducible
analysis. While you’re using JMP interactively, the Workflow Builder documents
and displays your steps. The Workflow Builder makes it easy to

 * Interactively build and automate repeatable end-to-end analytic workflows.
 * Document and share analysis processes and results.
 * Save time and reduce the potential for errors by reducing repetitive tasks.
 * Foster better collaboration with colleagues by standardizing data process and
   cleanup tasks.

Learn more on the blog





EASY DOE

For anyone who needs a starting point for designing an experiment, Easy DOE
offers a step-by-step guide through the DOE workflow from designing the
experiment to analyzing, predicting and reporting findings.

 * Save work in a single .jmpdoe file that can be reopened or shared.
 * Decide how much guidance you need with two modes. Guided mode simplifies
   selections and provides hints to make it easy to get started. Flexible mode
   provides more options for Custom DOE and Definitive Screening Designs,
   including additional analysis options in JMP Pro.

Learn more on the blog





SEARCH JMP

If you’re looking to do something new in JMP or want tips for using one of your
favorite tools, Search JMP puts help within easy reach. Get answers and return
to your analysis quickly, whether you're new to JMP or an experienced user.

 * Find JMP capabilities and see a guided path to access them.
 * Locate data cleanup operations, statistical tests and visualization options
   along with resources to help you use them.
 * Search in context to get the answers you need and return to your analysis
   quickly.

Learn more on the blog





NEW IN JMP LIVE

JMP Live offers a new set of capabilities for server-side data refresh and
scheduling, better organization of JMP Live content and a streamlined publishing
workflow.

 * Connect directly to data sources and schedule updates from JMP Live,
   eliminating the need for a third-party scheduling tool.
 * Set up hierarchical, nested spaces for better organization of reports,
   including improved access controls. 
 * Publish with the improved workflow that makes it easier to get discoveries
   shared far and wide in the organization.
 * View data tables directly in JMP Live without downloading, making it easy to
   view data on mobile devices.
 * Use single-click open in JMP, which creates a JMP Project from JMP Live
   content for easy follow-up analysis.
 * Explore reports using more interactive features including Categorial Response
   Profilers, Packed Bar Charts and Parallel Plots.

Learn more on the blog





OSISOFT PI IMPORT

Data analysts, engineers and scientists who need access to the rich asset data
stored in an OSIsoft PI server can easily import their data into JMP using the
interactive OSIsoft PI import. Traverse asset trees, import historical data and
bring time series data into a JMP table quickly and use those data to visualize,
enrich and improve models.

 * Connect to a PI Server and interactively import raw, plot or interpolated
   data for attributes of interest.
 * Access the rich data available in OSI PI without coding or interacting with
   APIs. 

Learn more on the blog





NEW IN FDE PRO

Spectral Analysis in Functional Data Explorer offers a suite of tools for
preprocessing, modeling and performing multivariate analysis of spectral data.
This functionality is also good for preprocessing and analyzing chromatographic
data.

 * Apply S-G smoothers, baseline correction and other preprocessing methods to
    spectral data sets before analysis and modeling.
 * Use wavelets basis function models for fast and flexible models for these
   data.
 * Run a wavelet DOE analysis using generalized regression to  model spectral
   experimental results.

Learn more on the blog




GENOMICS AND WIDE FITTING

Enhanced genomics and wide fitting tools mean better performance for wide
problems, specialized features for fitting 2-level by m-level associations and
switching regressors one at a time. These improvements also make it easier to
handle hundreds of thousands of Ys, suppress reports and direct output to data
tables. Features include

 * Optimized handling of large, wide tables and analysis (Multivariate, Response
   Screening and data table transformations)
 * Direct import of commonly used genetic and genomic data formats PRO
 * New statistics platform for Genetic Marker analysis PRO
 * New model-based Genetic Breeding Simulations PRO

Learn more on the blog





NEW IN JMP CLINICAL

Completely re-written with a focus on speed and simplicity to provide a much
smaller and responsive program and an improved user experience.  Clinical review
reports no longer require complicated setup and launch dialogs, and all data and
analysis occur solely within JMP. 

 * New Clinical Review Reports: 
   * Study Flow (CONSORT) Diagram      
   * Adverse Event and Interventions Risk Reports
   * Adverse Events Incidence Rate Report
   * Lab Shift Tables Report
   * Clinical Endpoint Efficacy
   * Clinical Events and Disposition Distribution Reports
   * Robust Outlier Screening and Detection Report
   * Exposure Time Trends Report
 * Set Study Preferences to specify default report settings for each study.
 * Publish many clinical reports to JMP Live 17.
 * Explore and build predictive models for your clinical trial data with the
   integration of JMP Pro.

Learn more on the blog


How Do I Get JMP 17?


OTHER KEY FEATURES

DATA ACCESS, PREP AND EXPLORATION

STREET MAP SERVICE REFRESH IN GRAPH BUILDER

New MapBox support provides higher-quality, more detailed background maps. 

MULTIPLE RESPONSE DATA IN GRAPH BUILDER

Graph Builder can build graphs with columns that have a Multiple Response
modeling type.

CONFIGURE LEVELS IN GRAPH BUILDER

Apply custom binning options to combine or regroup values in Graph Builder
without having to edit column properties. 

TABLES MENU OPERATION PREVIEW

View the results of a table restructure option before completing the operation.

RANDOM SUBSET TO OPEN DATA TABLE

Opens a select subset of a data table to inspect data or run some analysis
before performing operations on large tables.

ADDITIONAL ITEMS

 * Tabular Data in Graph Builder gives the ability to view a table of summary
   values that correspond to variables in the graph. 
 * Ability to show confidence intervals graphically (i.e., forest plots) for
   tabular data in many analysis platforms.
 * Tabulate: Ability to Pack multiple statistics or multiple analysis columns
   into one display column.
 * Tabulate to align the grouping columns vertically.



DESIGN OF EXPERIMENTS, RELIABILITY AND QUALITY ENGINEERING

MSA DESIGN ENHANCEMENTS

Improvements to user experience and ability to handle nested designs.

LANEY P' AND U' CONTROL CHARTS

Now available from the Control Chart menu or in the Attributes group of charts
in Control Chart Builder.

TYPE 1 GAUGE ANALYSIS

New method in the Measurement Systems Analysis platform for assessing gauge
repeatability and bias.

MSA PLATFORM ENHANCEMENTS

Improvements in variability charting to include multiple responses and greater
alignment with the EMP MSA and variability MSA platforms.

PROCESS SCREENING ENHANCEMENTS

Now available in Quality and Process menu and has new functionality for more
interactive exploration of selected columns and specified conditions.

DESIGN EXPLORER

Explore different design choices across different design criteria, number of
runs, center points and replicates without having to iterate through making
individual designs.

ADDITIONAL ITEMS

 * Redesigned ALT Designs improves workflow and exploration of what-if
   scenarios.
 * Enhanced Pareto platform supports customization of the Pareto plot and new
   options for configuring causes, displaying error bars, sorting cause,
   creating Paynter charts and more.
 * New Repeated Measures Degradation platform that uses hierarchical Bayesian
   approach.
 * Space-filling designs can accommodate discrete numeric and mixture factors. 
 * New label role for X axis in Control Chart Builder and option to switch to
   IMR charts from XBar & R or XBar & S charts.
 * Show excluded region option available in Model Driven Multivariate Control
   Chart.
 * Acceptance Quality Limit and Rejection Quality Limit added to Acceptance Test
   Plan OC Curve.
 * New Sample Size Explorer options now in the DOE menu. Note: The Sample Size
   and Power platform will be removed in JMP 18.



STATISTICS, PREDICTIVE MODELING AND DATA MINING

ADDITIONS TO EQUIVALENCE TESTING

Equivalence testing expanded to include multiple comparisons, tests for standard
deviations and proportions, and noninferiority and superiority tests.

DISSOLUTION CURVE ANALYSIS

Features industry-standard methods to compare the dissolution profile of a new
drug to a standard/reference drug from the Fit Curve platform. Nonparametric
methods are available for stacked and rows-as-functions formatted data.

STRUCTURAL EQUATION MODELS (SEM) ENHANCEMENTS

Include total and indirect effects, model-implied correlations, correlations of
estimates, more heatmaps, plot of model-implied trajectories for longitudinal
analyses, new model shortcuts, user-defined independence model, and
multiple-group analysis (MGA). PRO

SHAPLEY VALUES

Now available in Prediction Profiler in Fit Least Squares, Nominal Logistic,
Ordinal Logistic, Neural, Generalized Regression, Graph Profiler, Partition,
Bootstrap Forest and Boosted Tree. PRO

DESIGN SPACE PROFILER

Interactively find limit of failure regions (operational ranges) inside the
factor space where the model(s) predict that the response(s) will be within
specification.

GENERALIZED MIXED MODELS

Enables fitting of models with both non-Gaussian response variables and random
design effects. PRO

NOW AVAILABLE IN STANDARD JMP

One-click Bootstrapping, Simulate and Exact tests.

ADDITIONAL ITEMS

 * Model Screening Enhancements include prediction formulas from individual
   models, new profiler for continuous response models and enhanced model
   selection with folded cross validation.  PRO
 * Fit Curve Enhancements include addition of new models, new support for
   multiple data formats and improved output for large number of subjects in the
   grouping variable.
 * Self-Validated Ensemble Models for Forward Selection and Lasso are estimation
   methods in Generalized Regression. PRO
 * Support Limit of Detection in Distribution.
 * Sample Size Explorer improvements include addition of new explorers and
   interface enhancements.
 * Custom Estimation Profilers in Nonlinear allow user-defined functions of
   factors and estimated parameters.
 * Loading plot enhancements offer new options for visualizing key variables in
   PCA and PLS.
 * Multidimensional Scaling enhancements include support for larger data sets
   and improved usability.
 * Partial Correlation Node Diagrams show the magnitude and direction of partial
   correlations between pairs of variables after accounting for other variables.
 * Support for Passing-Bablock Analysis.
 * New K-Means SOM heatmap.
 * Prediction Profiler is now available in Fit Y by X. Profiler has been
   extended to all fits that have the Save Predicteds option.
 * Support for calculating effect size estimates (Eta Squared and Omega
   Squared).



SCRIPTING AND GENERAL

CONFIGURE LEVELS

Customize orderings (month names, days of the week, Likert, etc.) for data
sorting.

PLATFORM SETTINGS

Save platform settings as preferences.

SCRIPTING AND PREFERENCE FILTERING

Filter Scripting Index or Preferences by software version.

SEMANTIC FORMATTING

Overrides default numeric formats in reports by defining a format and its
context.

JSL UPDATES:

 * Allow class methods as display box callbacks
 * Automatically create Display Box paths for report scraping via JSL
 * Display Box Data Storage
 * Enhanced Log and Action Recording: Additional actions are captured in the
   enhanced log
 * HTTP Request, MultiHTTPRequest, Progress Bars and Promises
 * Improved script creation for JRP and Session files
 * New options for Image Output
 * Private report windows



Talk with a JMP team member
How Do I Get JMP 17?


About JMP


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Using JMP


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