Watch Now 6:43
Mastering JMP®
New in JMP® 14 and JMP® Pro 14
Presenter: Brady Brady
Data Tables
- Use any column value, including picture, for marker
- Group and nest scripts in table panel
- Click links within cell that has Event Handler column property to run script, including one to open web url
- Transform data across columns and using new options e.g., pairwise, rounding time and currency values
- Save space by turning column text into value label codes and codes back into text
- Find and select duplicate rows for any number of columns
Design of Experiments (DOE)
- Compare up to 10 designs using JSL interface and up to five using the User Interface
- Use A-optimality to focus more heavily on certain effects rather than others
- Create Balanced Incomplete Block Designs (BIBDs) for situations when it is not possible to include all treatments or factor combinations in every block (for example, when there are limitations on the number of treatments that can be tested at one time)
Functional Data Explorer (JMP® Pro)
- Analyze sensor,signal, streaming or batch process data
- Predict yield of batch processes based on varying functions, signals or series
- Perform dimension reduction of signal data to extract key features to use in further modeling
Generalized Regression (JMP® Pro)
- Fit logistic regression for nominal responses that contain more than two levels
- Fit logistic regression for ordinal responses
- Deploy backward elimination, pruned forward selection, best subset regression, and Dantzig selector estimation methods
- Return to the original solution in the Solution Path using reset button
- Save linear predictors from fitted models to data table column
- Create Gamma and Exponential response distributions for censored data
Graph Builder
- Use Packed Bars to display top values and counts for your analysis (similar to sequenced tree map on bars)
- Customize error bars to calculate and display variability for x and y axes
- Interactively graph basic statistical options (e.g., confidence intervals and statistics) directly in Graph Builder
- Interactively smooth map contours clip map shapes
- Interactively select dodging and jittering schemes for categorical and continuous data
HTTP Requests
- Use JSL to communicate with external web servers to grab data to analyze
Modeling (JMP® Pro)
- Publish recoded variables to the Formula Depot so you can then apply your prediction formula to raw data that has not been processed
- Auto matically impute missing values, which is especially useful forlarge data sets
- Account for noise in Prediction Profiler measurements by simulating response errors
Multiple Factor Analysis
- Analyze sensory studies where items are measured on the same or different attributes by different instruments, individuals, or under different circumstances
- Identify and analyze Principle Components (PCA) while taking advantage of a blocking structure
- Identify similar products and outlying panelists
- Perform pre-evaluation studies, later-stage consumer panels and studies that use untrained panelists
Multiple File Import
- Create one data table from a set of text files
- Simplifies Text Explorer pre-processing without JSL
- Import and concatenate several data files (.csv, .jmp, .txt, ...) into a single data table
- Filter files by size, date, name and type
- Edit text import options interactively
Projects
- All work collected in a single window
- Choose which files to include in project
- Launch supporting documents (.ppt, .doc and .pdf) from JMP
- Share and archive analyses
Python Interface
- Use full 2-way connection to Python
- Connect to a local install of Python
- Send data to Python
- Execute Python code from a JSL script
- Return data and results from Python programs
- Interactively explore Python results in JMP
Quality
- Run Cumulative Sum (CUSUM) control charts, which help identify small process shifts, directly from Quality Engineering menu
- Interactively update CUSUM parameters directly from CUSUM chart interface
- Detect process drifts and monitor them using statistics during process screening
- Interactively manage, load, update and save specification limits to tables from a Manage Spec Limits platform
Recode
- Replace or remove content using Regular Expressions
- Automatically recode to new column
- Split specified text on characters of choice and save to new column
- Filter within Recode to find specified values
- Group to new column
- Recode selected values found in Multiple Response columns
Reliability
- Get Bayesian Estimates (for each Distribution except Exponential) when using Fit Life by X to fit single-factor models to fit time-to-event data
- Hide or show event action links in Repairable Systems Simulation (RSS) to simplify or clarify Reliability Block Diagrams
Sharing
- Record and save animated .gif recordings
- Save animations from many JMP platforms e.g., bubble plot, local data filter, column switcher
- Embed moving JMP visualizations, for non-JMP users, in non-JMP programs like PowerPoint
- Select areas to visually filter within interactive html graphs
Text Explorer
- Explore multi-character units (Chinese and Japanese language)
- Interactively filter tabular output, including terms, phrases and report lists
- Create topic-specific word clouds to explore topic-specific relationships
- Perform discriminant analysis (JMP Pro) on text
- Create validation column for use in a predictive modeling workflow (JMP Pro)
Workflow
- Find all preferences related to topic using Preference search widget
- Create compact window for selected script from Scripting Index (suitable for subsequent saving to Projects)
- Test or edit formula coding by previewing formula snippets during formula creation or edit
- Automatically sequence numeric values on axes or lists, from colum values that are preceded by consistent values
Resources
- JMP 14 Journal and data files
- New Features in JMP 14 (also available from your installed JMP 14 software Help>NewFeatures)