Scientific Research and Essays

  • Abbreviation: Sci. Res. Essays
  • Language: English
  • ISSN: 1992-2248
  • DOI: 10.5897/SRE
  • Start Year: 2006
  • Published Articles: 2750

Full Length Research Paper

Modification of the adaptive Nadaraya-Watson kernel regression estimator

Khulood Hamed Aljuhani
  • Khulood Hamed Aljuhani
  • Statistics Department, King Abdulaziz University, Kingdom of Saudi Arabia, Saudi Arabia.
  • Google Scholar
Lutfiah Ismail Al turk
  • Lutfiah Ismail Al turk
  • Statistics Department, King Abdulaziz University, Kingdom of Saudi Arabia, Saudi Arabia.
  • Google Scholar


  •  Received: 14 October 2014
  •  Accepted: 14 November 2014
  •  Published: 30 November 2014

References

Abramson IS (1982). On bandwidth variation in kernel estimates-a square root law. The annals of Statistics. 10(4):1217-1223.‏
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Demir S, ToktamiÅŸ Ö (2010). On the Adaptive Nadaraya-Watson Kernel Regression Estimators. Hacettepe J. Math. Stat. 39(3):429-437.

 

 

Härdle W (1990). Applied nonparametric regression. Cambridge University Press, Cambridge.
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Härdle W, Werwatz A, Müller M, Sperlich S (2004). Nonparametric and semiparametric models: An Introduction. Springer, New York.
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Lidstone GJ (1932). 1023: The Arithmetic and Geometric Mean. Math. Gazette. 16(218):127-127.

 

 

Nadaraya EA (1964). On Estimating Regression, Theory of Probability & Its Applications. Soc. Ind. Appl. Math. 9(1):141-142.

 

 

Scott DW, Terrell GR (1987). Biased and Unbiased Cross-Validation in Density Estimation. J. Am. Stat. Assoc. 82(400):1131-1146.
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Silverman BW (1986). Density Estimation for Statistics and Data Analysis. Chapman & Hall, New York.
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Wand MP, Jones MC (1995). Kernel Smoothing. Chapman & Hall, London.
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Watson GS (1964). Smooth Regression Analysis. Indian J. Stat. Series A:359-372.