It is assumed that a sample size n is selected from the population of size N by using simple random sampling without replacement. Let y and x be the study and the auxiliary variables, and thus, the values of these variables for the ith unit (i=1,2,...,N) are assumed as yi and xi , respectively. The classical regression estimator for the population mean of the study variable is defined by using an auxiliary variable as such: