L. Devroye, “On the Almost Everywhere Convergence of Nonparametric Regression Function Estimates,” Annals Statistics, Vol. 9, No. 6, 1981, pp. 1310-1319. doi:10.1214/aos/1176345647

has been cited by the following article:

• TITLE: Strong Consistency of Kernel Regression Estimate

  AUTHORS: Wenquan Cui, Meng Wei

  KEYWORDS: Kernel Regression Estimator; Bandwidth; Strong Pointwise Consistency

  JOURNAL NAME: Open Journal of Statistics, Vol.3 No.3, June 18, 2013

  ABSTRACT: In this paper, regression function estimation from independent and identically distributed data is considered. We establish strong pointwise consistency of the famous Nadaraya-Watson estimator under weaker conditions which permit to apply kernels with unbounded support and even not integrable ones and provide a general approach for constructing strongly consistent kernel estimates of regression functions.