Now showing items 1-3 of 3

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      Adaptive Kernel Estimation of the Conditional Quantiles

      Salha, Raid B.; El Shekh Ahmed, Hazem I.; El-sayed, Hossam Othman M. (Canadian Center of Science and Education, 2015-12-22)
      In this paper, we define the adaptive kernel estimation of the conditional distribution function (cdf) for independent and identically distributed (iid) data using varying bandwidth. The bias, variance and the mean squared ...
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      Adaptive Weighted Nadaraya-Watson Estimation of the Conditional Quantiles by Varying Bandwidth

      El Shekh Ahmed, Hazem I.; Salha, Raid B.; El-sayed, Hossam Othman M. (Informa UK Limited, 2015-06-24)
      In this paper, we define the adaptive Weighted Nadaraya-Watson estimation (AWNW) of the conditional distribution function (cdf) for independent and identically distributed (iid) data using varying bandwidth. The asymptotic ...
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      Reweighted Nadaraya-Watson Estimator of the Regression Mean

      Salha, Raid B.; El Shekh Ahmed, Hazem I. (Canadian Center of Science and Education, 2015-01-25)
      In this paper, the estimation of the regression mean using the Reweighted Nadaraya-Watson (RNW) estimator has been considered. The RNW is a modification of the Nadaraya-Watson (NW) estimator in order to obtain some more ...