JMP Pro is nice - the Profiler Component Makes the Software a Must-Have
JMP Pro is used by a select group of individuals across certain departments. JMP Pro solves problems of making creating SAS graphics more …
Overview
What is JMP Pro?
JMP Pro offers all the capabilities of JMP, plus advanced features for more sophisticated analysis including predictive modeling and cross-validation techniques.
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What is JMP Pro?
JMP Pro offers all the capabilities of JMP, plus advanced features for more sophisticated analysis including predictive modeling and cross-validation techniques.
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- No setup fee
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- Free Trial
- Free/Freemium Version
- Premium Consulting/Integration Services
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What is JMP Statistical Discovery Software from SAS?
JMP is a division of SAS and the JMP family of products provide statistical discovery tools linked to dynamic data visualizations.
What is MATLAB?
MatLab is a predictive analytics and computing platform based on a proprietary programming language. MatLab is used across industry and academia.
Product Details
- About
- Tech Details
What is JMP Pro?
JMP Pro offers all the capabilities of JMP, plus advanced features for more sophisticated analysis including predictive modeling and cross-validation techniques.
JMP Pro enhances predictive models with various types of data, including unstructured text data – repair logs, engineering reports, and customer survey response comments. JMP Pro can also be used to organize and transform data into usable additions to predictive models, enabling more confident decision making.
JMP Pro enhances predictive models with various types of data, including unstructured text data – repair logs, engineering reports, and customer survey response comments. JMP Pro can also be used to organize and transform data into usable additions to predictive models, enabling more confident decision making.
Key Features of JMP Pro
- Predictive Modeling and Cross-Validation - Algorithms to build and validate models more effectively.
- Model Screening and Comparison - A variety of models can be built to determine the best one for the problem.
- Formula Depot and Score Code - Organizes models and saves model score code in SAS, C, Python, JavaScript, or SQL.
- Structural Equation Modeling (SEM) - A framework to fit a variety of models, including confirmatory factor analysis, path models, measurement error models, and latent growth curve models.
- Modern Modeling - New modeling techniques, including Generalized Regression with penalized methods, to build better models, even with challenging data.
- Functional Data Analysis - For models of data that are functions, signals, or series with Functional Data Explorer (FDE).
- Reliability Block Diagrams - Fixes weak spots in the system to help prevent future system failures.
- Repairable Systems Simulation - Simulates system repair events to understand downtime, number, and cost of repairable events.
- Covering Arrays - Experiment design that maximize the probability of finding defects while minimizing cost and time.
- Term Selection and Sentiment Analysis - Uses unstructured data to identify terms associated with a response and to explore basic sentiment.
- Mixed Models - Analysis involving both time and space, where multiple subjects are measured or groups of variables are correlated.
- Uplift Models - Predicts consumer segments most likely to respond favorably to an action, allowing targeted marketing decisions.
- Generalized Linear Mixed Models (GLMM) - Models can be fit with both non-Gaussian response variables and random design effects.
JMP Pro Technical Details
| Operating Systems | Unspecified |
|---|---|
| Mobile Application | No |
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(14)Reviews
(1-1 of 1)Companies can't remove reviews or game the system. Here's why
JMP Pro is used by a select group of individuals across certain departments. JMP Pro solves problems of making creating SAS graphics more professional and making doing certain advanced analytics more straight-forward. Perhaps the more useful business problem JMP Pro offers is "Profiler" option, which makes sharing JMP Pro analyses interactive by using interactive HTML5. I'm not aware of any similar offering from other tools.
- I think the most awesome thing about JMP Pro is the Profiler component. The Profiler component makes sharing analyses interactive on the web using interactive HTML5. The Profiler makes showing the impact of interaction effects so easy. It's the best statistical software feature I think I've ever come across.
- JMP Pro does dashboards well. It is relatively straight-forward to create four pane dashboards that automatically update. I think it's nice.
- I think JMP Pro graphics are a massive improvement when compared to the graphics produced by its parent company - SAS. JMP Pro's features are vast, and easy to use and understand.
- The JMP Pro user base is nowhere near as big as the big software tools. So, when a question comes up, it sometimes takes a lot of research to find an answer.
- JMP Pro sometimes does a poor job at automatically figuring out whether a variable is numerical or some other type. I once spent four hours figuring out why JMP Pro would not produce a geographic figure. It had to do with a space in front of the name of the country. Other software tools had no problem with the data set.
- JMP Pro works incredibly well with SAS and most other tools. With that said, the JMP Pro Excel add-in takes more time than what I think it should take to get things figured out and reproducible.
- The overall ROI for JMP Pro was positive because of the Profiler option. This makes communicating the results of regressions as easy and complex as needed. It's such an awesome feature, I wonder why it wasn't offered before.
- If JMP Pro didn't have the Profiler feature, I think I would still recommend using JMP Pro, but the recommendation is not a slam dunk. The software has its own programming language, which is not well-known and requires effort to debug.
- JMP Pro's dashboards are well-built, and provide a positive ROI from the perspective of creating real-time, interactive reporting. It's very nice for this feature.
- Tableau Desktop, Tableau Online, Tableau Public, Analytica, RStudio, MATLAB, Maplewave, TIBCO Statistica and IBM SPSS Modeler
The regression results produced by JMP Pro are second to none. SAS' hand is certainly visible. JMP Pro's Profiler component is better than any attempt from these software tools at communicating results in an interactive manner. JMP Pro, of course, does not produce as nice visually appealing graphics as such tools as MatLab and RStudio. JMP Pro's non-interactive graphics are also not as good as the publication quality output produced by say SPSS.