The article shows that in certain types of nonparametric regression models, a method called the linear weighted estimator can be used to estimate the unknown regression function. By using specific mathematical techniques, the researchers proved that this estimator behaves like a normal distribution as the sample size gets larger. This result is a generalization of previous findings for similar types of data.