In this paper, determinant sampling scheme for estimation of a finite population mean is extended for the ratio and regression methods of estimation. The relative performance of determinant sampling along with those of the simple random and systematic sampling are assessed for certain natural populations for estimation of the finite population means through the methods of ratio and regression estimation.