Jump to content

Èlizbar Nadaraya

From Wikipedia, the free encyclopedia

This is an old revision of this page, as edited by DGG (talk | contribs) at 20:32, 7 January 2022 (add citations). The present address (URL) is a permanent link to this revision, which may differ significantly from the current revision.

  • Comment: Seems notable to me DGG, maybe a little short in the sourcing department, but has a mathematical estimator to his name... Bkissin (talk) 17:21, 7 January 2022 (UTC)

Èlizbar Nadaraya is a Georgian mathematician who is currently a Full Professor and the Chair of the Theory of Probability and Mathematical Statistics at the Tbilisi State University [1]. He developed the Nadaraya-Watson estimator along with Geoffrey Watson, which proposes estimating the conditional expectation of a random variable as a locally weighted average using a kernel as a weighting function[2][3][4].

Nadaraya was born in 1936 in Khobi, Georgia. He received his doctoral degree from the V.I. Romanovski Institute of Mathematics, Tashkent in 1981. He has since co-authored over 120 publications including 5 textbooks in the area of probability and statistics[5].

Most cited publications

Book

  • E. A. Nadaraya, Nonparametric Estimation of Probability Densities and Regression Curves Springer, 1989 [1] ISBN 978-90-277-2757-2 (Cited 319 times, according to Google Scholar. [6])

Journal articles

  • Nadaraya EA. On estimating regression. Theory of Probability & Its Applications. 1964;9(1):141-2. (Cited 4408 times, according to Google Scholar [6])
  • Nadaraya, E.A., 1965. On non-parametric estimates of density functions and regression curves. Theory of Probability & Its Applications, 10(1), pp.186-190. (Cited 673 times, according to Google Scholar. [6])
  • Nadaraya EA. Some new estimates for distribution functions. Theory of Probability & Its Applications. 1964;9(3):497-500. (Cited 329 times, according to Google Scholar. [6])

References

  1. ^ http://science.org.ge/?team=nadaraya-elizbar&lang=en
  2. ^ Nadaraya, E. A. (1964). "On Estimating Regression". Theory of Probability and Its Applications. 9 (1): 141–2. doi:10.1137/1109020.
  3. ^ Watson, G. S. (1964). "Smooth regression analysis". Sankhyā: The Indian Journal of Statistics, Series A. 26 (4): 359–372. JSTOR 25049340.
  4. ^ Bierens, Herman J. (1994). "The Nadaraya–Watson kernel regression function estimator". Topics in Advanced Econometrics. New York: Cambridge University Press. pp. 212–247. ISBN 0-521-41900-X.
  5. ^ http://science.org.ge/wp-content/cv/Nadaraya%20Elizbar.pdf
  6. ^ a b c d [] Google Scholar Author page, Accessed Dec. 2022
Retrieved from "https://en.wikipedia.org/w/index.php?title=Èlizbar_Nadaraya&oldid=1064331972"