What is univariate, bivariate, and multivariate Analysis?

UNIVARIATE

• Univariate analysis is the investigation of one ("uni") variable.
• The primary purpose of the univariate analysis is to explain the info and find patterns that exist within it.

BIVARIATE

• The bivariate investigation is probably the least complicated type of quantitative examination. It includes the study of two factors, to decide the observational connection between them
• The bivariate examination can be useful in testing straightforward theories of affiliation.

MULTIVARIATE

• Multivariate Analysis is the investigation of three or more variables.
• There are some ways to perform statistical methods, depending on your goals. Methods like - Additive Tree, Canonical Correlation Analysis, Cluster Analysis, Correspondence Analysis / Multiple Correspondence Analysis, correlational Analysis, Generalized Procrustes Analysis