Most of statistical methods only focus on analysis of one random variable at a time – Univariate analysis
Ordinary regression analysis investigates the empirical relationship between a random variable (dependent variable) and a set of explanatory variables (nonrandom independent variables) and is still a univariate analysis
However, univariate analysis can not provide a comprehensive and overall description for most of phenomena we are interested in
