Strong Consistency of Kernel Regression Estimate

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References

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[8] M. Kohler, A. Krzy?ak and H. Walk, “Strong Consisten cy of Automatic Kernel Regression Estimates,” Annals of the Institute of Statistical Mathematics, Vol. 55, No. 2, 2003, pp. 287-308.

[9] M. Kohler, A. Krzy?ak and H. Walk, “Rates of Convergence for Partition-Zing and Nearest Neighbor Regression Estimates with Unbounded Data,” Journal of Multivariate Analysis, Vol. 97, No. 2, 2006, pp. 311-323.
doi:10.1016/j.jmva.2005.03.006

[10] H. Walk, “Strong Universal Consistency of Smooth Kernel Regression Estimates,” Annals of the Institute of Statistical Mathematics, Vol. 57, No. 4, 2005, pp. 665-685.
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[11] L. Devroye, “On the Almost Everywhere Convergence of Nonparametric Regression Function Estimates,” Annals Statistics, Vol. 9, No. 6, 1981, pp. 1310-1319.
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[12] L. C. Zhao and Z. B. Fang, “Strong Convergence of Kernel Estimates of Nonparametric Regression Functions,” Chinese Annals of Mathematics, Series B, Vol. 6, No. 2, 1985, pp. 147-155.

[13] W. Greblicki, A. Krzyzak and M. Pawlak, “Distribution Free Pointwise Consistency of Kernel Regression Estimate,” Annals Statistics, Vol. 12, No. 4, 1984, pp. 1570-1575. doi:10.1214/aos/1176346815