Enhanced data sets
These data sets are useful for demonstrating statistical techniques and JMP platforms. Complemented with a descriptive storyline, exercises, and supplemental materials, they are designed to engage students in the process of problem solving through statistical analyses.
Software technical support
Analysis techniques: graphical analyses
Cost of goods
Analysis techniques: graphical analyses
Homelessness
Analysis techniques: graphical analyses, summary statistics
Math and reading scores
Analysis techniques: graphical analyses
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Manufacturing lines: non-operational issues
Analysis techniques: graphical analyses, summary statistics
Semiconductor sheet resistance gauge study
Analysis techniques: graphical analyses, summary statistics
Semiconductor wafer planarization process
Analysis techniques: graphical analyses, summary statistics
Global temperature
Analysis techniques: graphical analyses, summary statistics
Disney and Pixar animated movies
Analysis techniques: graphical analyses, summary statistics
Coffee shop Yelp reviews
Analysis techniques: graphical analyses, summary statistics, text analysis
Marathon runners' performance
Analysis techniques: graphical analyses, summary statistics, correlation
NBA basketball team performance
Analysis techniques: graphical analyses, correlation, simple linear regression
Voting rates in U.S. presidential elections
Analysis techniques: graphical analyses, linear regression
Paint wear accelerated testing
Analysis techniques: graphical analyses, linear regression
Semiconductor IC yield during pilot manufacturing
Analysis techniques: graphical analyses, summary statistics, confidence interval for population proportion, confidence interval for difference in proportions and ratio of proportions
Soft drink triangle taste test
Analysis techniques: graphical analyses, summary statistics, confidence interval and hypothesis test for population proportion
Parents' opinions of new food program at public schools
Analysis techniques: graphical analyses, summary statistics, confidence interval for population proportion, inference comparing population proportions
Taste test of gluten-free cake mixes
Analysis techniques: graphical analyses, summary statistics, confidence interval for population proportion, inference comparing population proportions, text analysis
Selecting cities for A/B experiment
Analysis techniques: graphical analyses, summary statistics, correlation, hierarchical clustering
Jealous behavior in dogs
Analysis techniques: graphical analyses, summary statistics, two-sample comparison of means, matched paired comparison of means
Medical packaging adhesive
Analysis techniques: graphical analyses, summary statistics, one-sample inference for mean and variability, process capability analysis, two-sample inference comparing means and variability
Bone plate durability test
Analysis techniques: graphical analyses, summary statistics, inference for a population proportion, reliability analysis with censored data
Monarch butterflies male/female comparison
Analysis techniques: graphical analyses, summary statistics, two-sample comparison of means and variability, correlation
Penguins' sex and species comparison
Analysis techniques: graphical analyses, confidence interval for population means, tolerance intervals, analysis of variance
Online advertising experiment
Analysis techniques: graphical analyses, analysis of variance
Alcohol taste perception study
Analysis techniques: graphical analyses, analysis of variance, linear regression
Semiconductor wafer oxidation process
Analysis techniques: graphical analyses, analysis of variance
Effect of temperature on active ingredient in pharmaceutical manufacturing process
Analysis techniques: graphical analyses, linear and polynomial regression
Sleep and gestation in mammals
Analysis techniques: graphical analyses, correlation, linear regression, variable transformation
Child-resistant packaging
Analysis techniques: graphical analyses, summary statistics, confidence intervals for proportions, linear regression, logistic regression
Comparing yield between corn seed varietals
Analysis techniques: graphical analyses, summary statistics, confidence interval for means, ANOVA, simple linear regression, multivariable regression
Concrete strength
Analysis techniques: graphical analyses, summary statistics, correlation, multiple linear regression, Monte Carlo simulation, tolerance interval
Semiconductor clean room
Analysis techniques: graphical analyses, summary statistics, confidence interval for means, ANOVA, simple linear regression, multivariable regression
Sensory perfume study
Analysis techniques: graphical analyses, summary statistics, ANOVA, correlation, linear regression, analysis of variance, clustering
Designed experiment for a semiconductor chemical vapor deposition process
Analysis techniques: graphical analyses, summary statistics, factorial ANOVA, Monte Carlo simulation, capability analysis