Publication date: 04/12/2021

Modeling Utilities is a collection of utilities that are designed to assist in the data cleaning and pre-processing stages of data analysis. Each utility has exploratory tools to give you a more thorough understanding of your data. With Modeling Utilities, you can do the following:

• Explore outliers in both the univariate and multivariate cases.

• Explore and impute missing values in your data.

• Explore and find unusual features or patterns in your data.

Figure 21.1 Multivariate k-Nearest Neighbor Outlier Example

Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).