Multivariate analysis is used to study more complex sets of data than what univariate
analysis methods can handle. Multivariate means involving multiple dependent variables resulting in
one outcome. This explains that the majority of the problems in the real world are Multivariate. For
example, we cannot predict the weather of any year based on the season. There are multiple factors
like pollution, humidity, precipitation, etc. Here, we will introduce you to multivariate analysis. That
is, multivariate analysis is a Statistical procedure for analysis of data involving more than one type of
measurement or observation. It may also mean solving problems where more than one dependent
variable is analyzed simultaneously with other variables.