Question: what is the difference between the population and sample regression functions?
Answer: Population regression function (PRF) is the locus of the conditional mean of variable Y (dependent variable) for the fixed variable X (independent variable). Sample regression function (SRF) shows the estimated relation between explanatory or independent variable X and dependent variable Y.