JMPThe "Univariate Distribution" feature, a flagship platform, allows you to calculate the distribution and summary statistics for each variable. Furthermore, various related graphs and statistics can be displayed as analysis options.
1. Introduction (6 minutes 32 seconds)
- Performing "Univariate Distribution"
• Explanation of each scale (continuous scale, nominal scale)
Links in data tables
- Creating a subset by double-clicking
2. Analysis options available for continuous variables (continuous scales) (12 minutes 39 seconds)
Here are some analysis options you can use for columns designated as continuous variables (continuous scales) in a univariate distribution report.
• Hand tool
Display options, histogram options
・Normal quantile plot
- Fitting a continuous distribution
• Goodness-of-fit test (normal distribution)
- Test of the mean
- Prediction interval
• Engineering capability analysis
3. Analysis options available for categorical variables (nominal and ordinal scales) (6 minutes 59 seconds)
Here are some analysis options you can use for columns designated as categorical variables (nominal or ordinal scales) in a univariate distribution report.
Display options, histogram options
Mosaic
Confidence interval of the proportion
• Proportion testing
• Multiple responses
4. Useful features (tips) for report creation (4 minutes 59 seconds)
This chapter will introduce some useful features related to univariate distributions.
- Performing "Univariate Distribution" from the Header Graph
- Apply all options at once using the Ctrl key
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