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gail_massari
Community Manager Community Manager

New in JMP® 15 and JMP® Pro 15

 

 

JMP

Import Wizards

  • Integrated wizards import data in XML, JSON and .pdf text formats

Data Cleanup + Recode

  • 1-click recoding of column names
  • Custom sort orderings
  • Virtual join using single column as both as key and reference

Explore Patterns

  • New screening platform finds patterns in data (duplicate series of values, linear relationships between columns across groups of rows, properties about formatted values, and specific distributional properties)

Model Driven Multivariate Control Chart

  • Multivariate control charts take into account correlation or functional relationships among variables
  • Integral graphlet-based drilldowns help ID root causes
  • T^2, Normalized DModX and SPE (Squared Prediction Error) Charts help to identify points that are out-of-control in multivariate space

Graph Builder

  • Ability to save Line of Fit formula
  • New Line of Fit options: Robust Cauchy and Time Series Forecast
  • Improved smoothing; ability to save Smoother formula
  • New Font preferences for Graph Label, Legend, Graph Title and Caption
  • New Histogram and Contour types
  • Additional customization options for Heatmaps, Treemaps and Boxplots
  • Extended capabilities for Line element, including ability to make Area plots
  • Improved axes including better default behavior near 0 and handling of log axes in heatmaps
  • Upgraded Variability Chart upgrade and Oneway axes
  • New summary statistic for percentage of grand total

Informative Decoration

  • Interactive Histograms display above each table column
  • Local Data Filters include histogram-based sliders
  • Graphlets, textlets and gridlets are new features for hover labels, providing additional information and drill-down capabilities while keeping users in the analysis flow
  • PCA, Functional Data Explorer, Process Screening, Process Capability and Multivariate Control Charts incorporate graphlets in their default reports

DOE

  • New Group Orthogonal Supersaturated Design (GO SSD)
  • New optimal 2-level main effects screening designs
  • Globally optimal designs automatically created for runs multiple of 4 when factors are 2-level continuous or categorical
  • Generalized Regression and Fit Mixed models incorporated into Custom Designs (JMP Pro)

JMP Pro

Functional Data Explorer

  • Automated knot selection builds better models, more quickly
  • Group-level broadcast menu cleanses, fits and saves summary information for multiple responses simultaneously
  • Custom Designer supports and streamlines functional DOEs

General Modeling Improvements

  • View multiple contour profilers simultaneously
  • Improved Make Validation Column interface
  • Generalized Regression includes built-in model comparison, improved 1-click relaunch, and changes distributions without relaunching

Structural Equation Modeling

  • Build models for confirmatory factor analyses, path analyses, and latent growth curves
  • Easily specify a model, duplicate it, and switch among several model results
  • Incorporate measurement error into model
  • Repeatedly use a model specification for different data
  • Fit models where some variables are both predictor and response

Support Vector Machines

  • New platform for the SVM classifier

Resources