Browsing 2012 by Author "Györfi, László"

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Rate of Convergence of the Density Estimation of Regression Residual

[OWP-2012-08] Györfi, László; Walk, Harro (Mathematisches Forschungsinstitut Oberwolfach, 2012)

Consider the regression problem with a response variable $Y$ and with a $d$ -dimensional feature vector $X$ . For the regression function $m(x) = \mathbb{E}\{Y|X = x\}$ , this paper investigates methods for estimating the ...
Strongly Consistent Density Estimation of Regression Redidual

[OWP-2012-07] Györfi, László; Walk, Harro (Mathematisches Forschungsinstitut Oberwolfach, 2012)

Consider the regression problem with a response variable $Y$ and with a $d$ -dimensional feature vector $X$ . For the regression function $m(x) = \mathbb{E}\{Y|X = x\}$ , this paper investigates methods for estimating the ...