On Consistency in Nonparametric Estimation under Mixing Conditions
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- Walk, Harro, 2010. "Strong consistency of kernel estimates of regression function under dependence," Statistics & Probability Letters, Elsevier, vol. 80(15-16), pages 1147-1156, August.
- Sören Christensen & Albrecht Irle & Lars Willert, 2016. "Classification error in multiclass discrimination from Markov data," Statistical Inference for Stochastic Processes, Springer, vol. 19(3), pages 321-336, October.
- Steinwart, Ingo & Hush, Don & Scovel, Clint, 2009. "Learning from dependent observations," Journal of Multivariate Analysis, Elsevier, vol. 100(1), pages 175-194, January.
- Otneim, Håkon & Tjøstheim, Dag, 2016. "Non-parametric estimation of conditional densities: A new method," Discussion Papers 2016/22, Norwegian School of Economics, Department of Business and Management Science.
- Zudi Lu, 2001. "Asymptotic Normality of Kernel Density Estimators under Dependence," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 53(3), pages 447-468, September.
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KeywordsNonparametric estimation consistency mixing kernel estimation nearest neighbour estimation;
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