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1981 | OriginalPaper | Buchkapitel

Sequential Estimates of a Regression Function by Orthogonal Series with Applications in Discrimination

verfasst von : Leszek Rutkowski

Erschienen in: The First Pannonian Symposium on Mathematical Statistics

Verlag: Springer New York

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Let (X,Y) be a pair of random variables. X takes values in a Borel set A, A⊂ Rp, whereas Y takes values in R. Let f be the marginal Leb. esgue density of X. Based on a sample (X1, Y1),…, (Xn, Yn) of independent observations of (X,Y) we wish to estimate the regression r of Y on X, i.e $${\rm{r(x) = E[Y|X = x]}}{\rm{.}}$$

Metadaten
Titel
Sequential Estimates of a Regression Function by Orthogonal Series with Applications in Discrimination
verfasst von
Leszek Rutkowski
Copyright-Jahr
1981
Verlag
Springer New York
DOI
https://doi.org/10.1007/978-1-4612-5934-3_21