Research Article

Two-Stage Method Based on Local Polynomial Fitting for a Linear Heteroscedastic Regression Model and Its Application in Economics

Table 2

Two-stage estimates for and of GLS and OLS.

Parameters

True value3.11.5

GLS Fitted value 3.1004 1.4987
Relative error 0.0129% 0.0867%
OLS Fitted value 3.1813 1.4394
Relative error 2.6226% 4.0400%