Correlation is a term that refers to the strength of a relationship between two variables. Correlation and regression analysis are related in the sense that both deal with relationships among variables. The correlation coefficient is a measure of linear association between two variables. Values of the correlation coefficient are always between -1 and +1. The value of -1 represents a perfect negative correlation while a value of +1 represents a perfect positive correlation.