In statistics, an association refers to a linear or curved pattern of joint variation between two quantitative variables. O a linear pattern of joint variation between two quantitative variables. O the existence of a causal pattern of joint variation between variables, based on sample data. the existence of an overall pattern of joint variation between variables, regardless of origin or cause.