Can Inferential Statistics Be Used on Nominal Data?

Statistical tests for nominal data
Inferential statistics help you test scientific hypotheses about your data. Nonparametric statistical tests are used with nominal data. ... Chi-square tests are nonparametric statistical tests for categorical variables.

Which statistics can be used with nominal data?

Nominal data cannot be used to perform many statistical computations, such as mean and standard deviation, because such statistics do not have any meaning when used with nominal variables. However, nominal variables can be used to do cross tabulations.

Is nominal descriptive or inferential?

Nominal data is a type of qualitative data which groups variables into categories. You can think of these categories as nouns or labels; they are purely descriptive, they don't have any quantitative or numeric value, and the various categories cannot be placed into any kind of meaningful order or hierarchy.

Sophia Al-Mansoor

Sophia Al-Mansoor

Global Business & E-Commerce Reporter

Sophia analyzes international trade, startup ecosystems, retail transformation, and supply chain logistics for modern digital publications.