Decision Sciences
7 years ago

New method predicts future trends with unprecedented accuracy in nonparametric regression.

Communication in Statistics- Theory and Methods
The asymptotic normality of the linear weighted estimator in nonparametric regression models
Aiting Shen, Mingming Ning, Caoqing Wu

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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.