Bivariate Distribution is a quantitative (statistical) analysis, involving the analysis of two variables. This page contains the bivariate distribution formula to calculate the probability density function for the given values of X and Y percentiles. The Bivariate distribution analyzes empirical relationship between two variables. Bivariate normal distribution is the statistical distribution with probability density function, which depends upon correlation coefficient, and X and Y percentiles.