In this beginner’s guide, we dive into the different techniques for encoding categorical data, supported by visuals and practical code examples. Categorical data refers to variables that contain ...

For example, a person's sex is a categorical variable that can assume one of two values ... The corresponding n-way analysis of variance can also be performed by PROC CATMOD. See Chapter 5, ...

Naive approaches for encoding categorical data don't work well for clustering. For example, the State variable in the demo data has four possible values: Arkansas, Colorado, Delaware, Illinois. If you ...

This is categorical data without any inherent order. Examples include blood group, gender, ethnicity, and smoking status. This is categorical data with a clear order or rank. Examples include single ...

This book discusses categorical data analysis and its implementation with the SAS System ... The methodology is illustrated with practical examples using the FREQ, LOGISTIC, CATMOD, and GENMOD ...

categorical data. An example of independent binary data is a predictor variable, sex, which can take one of two values: "male" or "female." For such data I recommend encoding the two possible values ...