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pro vyhledávání: '"nonparametric regressions"'
Autor:
Zhao, Wenbiao, Zhu, Lixing
Publikováno v:
In Computational Statistics and Data Analysis February 2024 190
The issues of bias-correction and robustness are crucial in the strategy of divide-and-conquer (DC), especially for asymmetric nonparametric models with massive data. It is known that quantile-based methods can achieve the robustness, but the quantil
Externí odkaz:
http://arxiv.org/abs/2201.12597
Autor:
Lapenta, Elia, Lavergne, Pascal
We set up a formal framework to characterize encompassing of nonparametric models through the L2 distance. We contrast it to previous literature on the comparison of nonparametric regression models. We then develop testing procedures for the encompas
Externí odkaz:
http://arxiv.org/abs/2203.06685
Autor:
Zhu, Ying
When the unknown regression function of a single variable is known to have derivatives up to the $(\gamma+1)$th order bounded in absolute values by a common constant everywhere or a.e. (i.e., $(\gamma+1)$th degree of smoothness), the minimax optimal
Externí odkaz:
http://arxiv.org/abs/2112.03626
Akademický článek
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We consider a nonparametric regression model with continuous endogenous independent variables when only discrete instruments are available that are independent of the error term. Although this framework is very relevant for applied research, its impl
Externí odkaz:
http://arxiv.org/abs/1905.07812
Autor:
Al-Mudhafar, Watheq J.
Publikováno v:
In Journal of Natural Gas Science and Engineering December 2019 72
Autor:
CHIA-YU YEH1 yehchiayu@ncnu.edu.tw, KANG ERNEST LIU2,3 ecdkl@ccu.edu.tw
Publikováno v:
Singapore Economic Review. Mar2019, Vol. 64 Issue 1, p191-211. 21p. 9 Charts, 1 Graph.
Autor:
LI, WEIPING1,2 w.li@okstate.edu, CHEN, SU3
Publikováno v:
International Journal of Theoretical & Applied Finance. Nov2018, Vol. 21 Issue 7, pN.PAG-N.PAG. 29p. 5 Charts, 9 Graphs.