This page features videos showcasing the new functions of the latest version, "JMP 18," released in April 2024.
This section features short videos summarizing new features for analysis, graphs, and experimental design, as well as Python integration and improvements to the help menu. Please select the topic that interests you from the table of contents and watch the video.
table of contents
*This video was created using the latest versions available at the time of creation: "JMP 18.0.1" and "JMP Pro 18.0.1".
*You can watch the video in full screen by clicking the icon in the bottom right corner.
For information on the new features in JMP 18 related to data tables, reporting, and data import, please see the following page.
"JMP 18" New Features Useful for Business Operations ~Data Tables and Reporting (Japanese)~ - JMP User Community
Analysis, graphs
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1. Graph Builder Update (7 minutes 5 seconds)
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1. Display multiple graphs shown on the [Page] as a grid. 
2. Display "value labels" on plotted points. 
3. Changes to the way "overlay" is represented.  |
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2. Update to "Model Fitting" (4 minutes 27 seconds)
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1. Exclusion by selecting "Exclude" in "Summary of Effects" It appears in the list of effects, but it has been removed from the model. 
2. "Mixed Model Fitting": Fixed-effect VIF output is now possible (JMP, JMP Pro)  |
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3. Update to "Curve Fitting" (6 minutes 1 second)
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1. Adding a peak model Added a method for fitting the red frame in the peak model. 
2. Equivalence of T2EQ elution Options for checking the equivalence of dissolution curves  |
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4. PR curve (6 minutes 57 seconds)
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- Curve for evaluating the performance of the classification model (Y: categorical)
- Specify the [PR curve] option in logistic regression, discriminant analysis, support vector machines (JMP Pro), etc.
- A curve plotting precision on the vertical axis and recall on the horizontal axis.
- Useful when the number of data points in the positive category is small.
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5. Cohen's d-statistic (3 minutes 12 seconds)
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In the report for the "One-Way ANOVA" under "Bivariate Relationships," output the Cohen d-statistic . 
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6. Updates to Equivalence Tests (3 minutes 31 seconds)
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1. Equivalence testing in paired t-tests and Wilcoxon signed-rank tests 
2. The Wilcoxon test has been added as a type of test for one-way equivalence testing.  |
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7. Jonckheere-Tepstra test (3 minutes 6 seconds)
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The option for the [Jonckheere-Tepstra test ] has been added to the [One-Way ANOVA] and [Contingency Table Analysis] under [Bivariate Relationships]. 
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8. One-sided Dunnett test (1 minute 52 seconds)
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Add one-sided testing (lower one-sided, upper one-sided) as an option for Dunnett's test.
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9. Multiple comparisons using the Friedman rank test (2 minutes 3 seconds)
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The Friedman test supports posthoc tests (Nemenyi tests). 
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10. Short-term operational management chart (4 minutes 50 seconds)
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- Control charts are effective for process control when manufacturing multiple products using the same equipment.
- When target values ââdiffer for each product, data can be centralized, allowing processes for multiple products to be managed with a single control chart.
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11. Fatigue Model (8 minutes 59 seconds)
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- A new platform for analyzing fatigue test data
- To investigate the reliability of mechanical systems subjected to repeated stress (e.g., aircraft, turbines).
- For data showing the relationship between stress and cycle number, we will apply an S/N curve (stress/strain, number of cylces).
- You can fit various signal-to-noise curves and compare the fits.
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12. Python Integration (5 minutes 28 seconds)
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- Installing JMP 18 installs the built-in Python (3.11).
- You can write Python code directly using the Python Script Editor.
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Design of experiments
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13. Update for "DOE with Navigation" (4 minutes 4 seconds)
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Updates to the interface for specifying responses and factors in "Navigated DOE". 
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14. Mixed-level screening plan (5 minutes 39 seconds)
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In a (classic) screening plan, you can specify a mixed-level screening plan as the plan.
- Design using continuous factors and two-level categorical factors
- This is effective when you want to identify the effect of the squared term in main effect screening.
- As an alternative to the Definitive Screening Plan (DSD)
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15. Low-stress accelerated life testing plan (9 minutes 38 seconds)
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A new platform for creating plans to conduct accelerated life testing while keeping stress variables constant. 
- [Accelerated Life Testing Plan] Improved Platform
- User-friendly interface
- Up to three acceleration factors can be set.
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JMP Pro
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16. Peak detection using "Function Data Explorer" (3 minutes 57 seconds)
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- Peak detection function for spectral data
- The AUC, width, height, and full width at half maximum of the obtained peaks are calculated.
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17. Update to Generalized Linear Mixed Models (GLMM) (6 minutes 45 seconds)
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1. Seven distributions can be selected as the distribution of Y.  2. Setting the covariance structure in repeated measures  |
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18Improved Help Menu (3 minutes 25 seconds)
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- The help menu is simpler.
- PDF documentation can be downloaded from JMP.com/documentation or the JMP Community add-in.
- [Quick Start]
- Update to [JMP Search]
- [Sample Index] Update
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