JMP® Capabilities
Packed with tools for data preparation, analysis, graphing, and so much more, JMP has everything you need to quickly go from raw data to actionable insight—all within one streamlined, self-service platform.
Learn more about JMP Capabilities:
- Advanced Statistical Modeling
- Automation and Scripting
- Basic Data Analysis and Modeling
- Consumer and Market Research
- Content Organization
- Data Access
- Data Blending and Cleanup
- Data Exploration and Visualization
- Design of Experiments
- Mass Customization
- Predictive Modeling and Machine Learning
- Quality and Process Engineering
- Reliability Analysis
- Sharing and Communicating Results
Advanced Statistical Modeling
Multivariate analysis
- Principal components analysis (PCA)
- Clustering
- Correlation analysis
- Factor analysis
- Multidimensional scaling
- Structural equation modeling (SEM) PRO
- Discriminant analysis
- Multiple correspondence analysis
- Latent class analysis
- Partial least squares (PLS)
- t-SNE PRO
- UMAP PRO
Nonlinear modeling
- Dissolution
- Fit curve
- Gaussian process model PRO
- Nonlinear regression
- Spline fitting
- Polynomials
- Sigmoid Curves
- Exponential Growth and Decay
- Peak Models
- Pharmacokinetic Models
Time series
- ARIMA
- Seasonality
- Autocorrelation
- Moving average
- Auto regressive (AR)
- Time Series Forecast
Advanced regression
- Generalized regression PRO
- Mixed models
- Generalized linear models
- Generalized linear mixed models (GLMM) PRO
- Penalized regression PRO
- Random effects
- LASSO
- Elastic Net
- Ridge
Variable selection
- Predictor screening
- Variable importance
- Stepwise
- All possible models
- Column contributions
Functional data analysis
- Spectral analysis PRO
- Wavelet analysis PRO
- Smoothing PRO
- Savitzky-Golay smoothing PRO
- Functional DOE PRO
- B-Spline PRO
- P-Spline PRO
- Fourier basis PRO
- Direct FPCA PRO
- Peak Modeling PRO
Process optimization
- Profiling
- Simulation
- Trade space analysis
Automation and Scripting
Scripts and Add-Ins
- Action recording
- Save table scripts
- Add-in Builder
- Application Builder
- Dashboard Builder
- JMP Project
Integration
- R
- Python
- SAS
- MATLAB
Automation
- Workflow Builder
- Action recording
- Automating routine tasks
- Platform Presets
Basic Data Analysis and Modeling
Distribution fitting
- Fit Normal
- Fit Cauchy
- Fit Student's t
- Fit SHASH
- Fit ZI SHASH
- Fit Exponential
- Fit ExGaussian
- Fit Gamma
- Fit Lognormal
- Fit Weibull
- Fit Normal 2 Mixture
- Fit Normal 3 Mixture
- Fit Smooth Curve
- Fit Johnson
- Fit All
- Enable Legacy Fitters
- Poisson
- Weibull
- Exponential
- LogNormal
- Test for normality
Basic hypothesis testing
- t-Test
- Paired t-test
- ANOVA
- Equivalence testing
- Superiority
- Non-inferiority
- Chi-squared test
- Nonparametric tests
- Nonparametric equivalence tests
- Effect size
- ANOM
- Exact test
- Odds ratio
- Relative risk
- MANOVA
- Robust
- Unequal variance
Interval estimation
- Confidence interval
- Tolerance interval
- Prediction interval
- Margin of error
- Error bars
Power and sample size
- Sample size explorers
- Statistical power for hypothesis tests
- Sample size for confidence intervals
- Reliability Demonstration
- Reliability Life Testing
- Sigma Quality Level
- Sample size calculation
Profiling
- Profiler
- Contour Profiler
- Cube Plots
- Box Cox Y Transformation
- Surface Profiler
Regression
- Correlation
- Simple least squares
- Multiple linear regression
- Logistic regression
- Stepwise
- Polynomial regression
- Spline fitting
- Inverse prediction
- Model diagnostics
- ROC curves
- Lift curves
- Precision recall curves
- Residual plots
Resampling
- Bootstrapping
- Permutation test
- Sampling with replacement
- Simulation
Consumer and Market Research
Segmentation
- Clustering
- Hierarchical clustering
- K-means clustering
- Self-organizing maps (SOM)
- Discriminant analysis
- Multidimensional scaling
- Multivariate embedding (t-SNE) PRO
Explanatory Modeling
- ANOVA
- Regression
Survey Analysis
- Latent class analysis
- Correspondence analysis
- Odds ratios
- Relative risk
- Item analysis
- Categorical data analysis
- Text analysis PRO
- Factor analysis
- Structural equation modeling (SEM) PRO
Text Mining (Text Analysis)
- Latent class analysis PRO
- Latent semantic analysis PRO
- Sentiment analysis PRO
- Term selection PRO
- Text regression PRO
Market Basket Analysis
- Association Rules PRO
- Affinity Analysis PRO
Experimentation
- A/B testing
- Choice PRO
- Conjoint PRO
- MaxDiff PRO
- Uplift PRO
Factor Analysis
- Structural equation modeling (SEM) PRO
- Exploratory factor analysis
- Confirmatory factor analysis PRO
- Path diagram PRO
Content Organization
Dashboards
- Combine windows
- Filters
Reporting
- Save report
- Save JMP journal
- Save to PowerPoint
JMP Live (separate product)
- Hierarchical folders
- Data refresh
- Spaces
Applications
Projects
Data Access
Import data
- Text
- Excel
- XML
- JSON
- SAS
- Multiple files
- CSV
- R
- Python
- MATLAB
Query database
- Data warehouse
- Data lake
- Data historian
- SQL
- ODBC
Web data access
- API
- Internet open
- Google Sheets
Data connector
- Configurable data connectors
- PI server connector (data historian)
Data Blending and Cleanup
Shaping tables
- Subset
- Sort
- Stack
- Split
- Transpose
- Deleting columns
- Deleting rows
- Grouping columns
- Rearranging columns
- Adding rows
- Adding columns
Merging data
- Join
- Concatenate
- Update
Metadata
- Data types
- Modeling types
- Standardizing attributes
Anomaly detection
- Unusual observations
- Outlier detection
Missing data
- Imputation
- Informative missing
- Missing data pattern
Data cleanup
- Recoding
- Editing data values
- Excluding values
- Hiding values
- Finding matching cells
Transforming data
- Derived variables
- Feature creation
- Data transformations
- Binning data
- Indicator variable
- Dummy variable
Data workflow
- Saving scripts
- Repeatability
- Workflow Builder
Data Exploration and Visualization
Graphing
- Histogram
- Box plot
- Scatterplot
- Scatterplot matrix
- Bar chart
- Area chart
- Heat map
- Pie chart
- Tree map
- Mosaic plot
- Parallel plot
- Run chart
- Line chart
- Line of fit
- Formula profiler (Prediction profiler)
- Comparative box plots
- Variability chart
- Bubble plot
- Surface plot
- Contour plot
- Ternary plot
- Pareto plot
- Overlay
Data summary
- Mean
- Standard deviation
- Median
- Frequency
- Variance
- Quantiles
- Robust
Tabular summaries
- Pivot tables
- Contingency tables/Crosstab
Geographic maps
- X-Y map
- Shape files
Filtering
- Subgrouping
- Data filter
- Column switcher
Dashboards
- Applications
- Interactive dashboards
Explore text
- Word cloud
- Unstructured data
Design of Experiments
Textbook Designs (Classical Designs)
- Full factorial
- Fractional factorial
- Response surface (RSM)
- Blocking designs (RCBD, CBD, IBD, RIBD)
- Split-plot design
- Strip-plot design
- Mixture design
- Easy DOE (DOE workflow)
Optimal Designs
- Custom design
- Optimality criteria
- Constrained designs
Screening Designs
- Definitive screening
- Fractional factorial
Robust Designs
- Taguchi array
- Taguchi design
- Noise factor
DOE Concepts (DOE Techniques)
- Randomization
- Replication
- Center points
- Blocking
- Sequential experimentation
- Augment design
Special Purpose Designs
- Space filling
- Covering array PRO
- Choice
- MaxDiff
- Nonlinear design
- Orthogonal mixed-level designs (OML)
Evaluate Design
- Design comparison
- Design explorer
- Design diagnostics
- Power
- Aliasing
Mass Customization
Scripts and Add-Ins
- Data Connectors
- Platform Presets
- Workflow Builder
Preferences
- Share preferences
- Save to preferences
- Import preferences
Custom Menus
- Custom Toolbars
Custom Themes (Custom Styles)
- Colors
- Fonts
- Platform Presets
Application Builder
Predictive Modeling and Machine Learning
Regression
- Multiple linear regression
- Logistic regression
- Generalized regression PRO
- Quantile regression PRO
- Penalized regression PRO
- Regularized regression PRO
- LASSO PRO
- Elastic net PRO
- Ridge PRO
Decision Trees
- Bootstrap forest PRO
- Boosted tree PRO
- Random forest PRO
- Gradient boosting PRO
- Partition
- Recursive partitioning
Other Predictive Models
- k-NN PRO
- Naïve Bayes PRO
- SVM PRO
- Discriminant
- Multiple linear regression
- Logistic regression
- Generalized regression PRO
- Quantile regression PRO
- Penalized regression PRO
- Regularized regression PRO
- LASSO PRO
- Elastic Net PRO
- Ridge PRO
- Bootstrap forest PRO
- Boosted tree PRO
- Random forest PRO
- Gradient boosting PRO
- Partition
- Recursive partitioning
Validation (Cross validation)
- K-fold validation PRO
- Data partitioning PRO
- Holdout PRO
- Holdback PRO
Model Selection
- Model screening PRO
- Model comparison PRO
- Confusion matrix
- ROC curves
- Lift curves
- Precision recall curves
- Model averaging
- Ensemble
- Profit matrix
Model Deployment
- Scoring
- Scoring code
- Model management PRO
- Formula Depot PRO
- Prediction formula
Text Mining (Text Analysis)
- Latent class analysis PRO
- Latent semantic analysis PRO
- Sentiment analysis PRO
- Term selection PRO
- Text regression PRO
Quality and Process Engineering
Statistical Process Control
- IR
- Xbar R
- Xbar S
- P
- NP
- C
- U
- CUSUM
- EWMA
- UWMS
- Multivariate control chart
- Western Electric rules
- Tests for special causes
- Laney P' and U'
- Levey-Jennings
- Model driven multivariate control chart
Process Capability (Capability Index)
- Cp
- Cpk
- Pp
- Ppk
- Specification limits
- Goal plot
- Capability
- Performance
Quality Assessment (Process Screening)
- Stability index
- Quality review
- Shift detection
- Process performance
Measurement System Analysis
- Evaluate Measurement Process (EMP)
- Gage R&R
- Type 1 Gage R&R
- Variability chart
- Linearity, bias
- Kappa
- Agreement
- Attribute Gage R&R
- Variance components
- MSA design
Quality Improvement (Six Sigma)
- Pareto Chart
- Cause-and-effect diagram (fishbone, Ishikawa)
- Sigma Quality Level
Acceptance Sampling
- OC Curves
Reliability Analysis
Time to Failure Analysis
- Survival
- Fit Parametric Survival
- Fit Proportional Hazards
- Kaplan-Meier
- Hazard analysis
Component Reliability
- Life Distribution
- Fit Life by X
- Cumulative damage
- Fatigue model
- Degradation
- Destructive degradation
- Repeated measures degradation
- Accelerated testing
- Constant Stress ALT Platform
- Bayesian Reliability analysis
System Reliability
- Reliability growth
- Reliability Block Diagram (RBD) PRO
- Repairable Systems Simulation (RSS) PRO
- Recurrence analysis
- Repairable system
- Non-repairable system
Reliability Planning (Reliability Design)
- RBD PRO
- RSS PRO
- Accelerated life test design
- Reliability test plan
- Reliability forecast
- Reliability sample size
Sharing and Communicating Results
Share on Web (Cloud)
- JMP® Live
- Publish results
- Interactive HTML
Dashboard
- Application
Journal (Notebook)
Workflow
- Reproducible workflow
Export Results
- Save to PowerPoint
- Publication quality graphics
- GIFs
PRO = Features exclusive to JMP® Pro
