JMP data visualization illustration - bubble plot

Basic Data Analysis and Modeling

Statistical insights anyone can use. 

  • Easily analyze one, two, or many variables at a time in linked analyses that let you unfold the hidden story in your data. 
  • Explore and interpret analysis results with specific graphs designed for every statistic.
  • Let JMP pick the right test and model for you based on your data and selected variables.
  • Perform just-in-time statistical analysis, in flow, to solve your problem within a single analysis window.
We definitely saw a return on investment and gained confidence that applying statistical methods to real-life problems would benefit the company in the long term.

Vasco Cachaco
Principal Six Sigma Process Champion, Xaar

Basic Data Analysis and Modeling With JMP: Highlighted Features

Distribution fitting

  • Normal
  • Poisson
  • Weibull
  • Exponential
  • LogNormal
  • Test for normality

Basic hypothesis testing

  • t-Test
  • Paired t-test
  • Equivalence testing
  • Superiority
  • Non-inferiority
  • Chi-squared test
  • Nonparametric tests
  • Effect size
  • ANOM
  • Exact test
  • Odds ratio
  • Relative risk
  • Robust
  • Unequal variance

Interval estimation

  • Confidence interval
  • Tolerance interval
  • Prediction interval
  • Margin of error
  • Error bars

Power and sample size

  • Statistical power
  • Sample size calculation


  • Correlation
  • Simple least squares
  • Multiple linear regression
  • Logistic regression
  • Stepwise
  • Polynomial regression
  • Spline fitting
  • Inverse prediction
  • Model diagnostics
  • Residual plots


  • Bootstrapping
  • Permutation test
  • Sampling with replacement
  • Simulation

The best discoveries start with JMP

JMP data visualization illustration - bubble plot

JMP® Analytic Capabilities

See everything that JMP® can do for you and your organization, from data access and cleaning, to exploration and visualization, all the way through sharing and communicating your results.

JMP Analytic Capabilities

Ready to take the next step?

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