The relationship of *X* to *Y*. In regression analysis, a forecast variable *Y* is modeled as a function of explanatory variables *X*_{1} through *X*_{k}. The explanatory variables are multiplied by the regression coefficients. A regression coefficient represents the effect of an explanatory variable on the dependent variable.