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On the strong universal consistency of a series type regression estimate

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Publication:1360379
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zbMath0874.62048MaRDI QIDQ1360379

László Györfi, Harro Walk

Publication date: 9 November 1997

Published in: Mathematical Methods of Statistics (Search for Journal in Brave)


zbMATH Keywords

series expansionrecursionintegrated squared error


Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Stochastic approximation (62L20)


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Asymptotic confidence intervals for Poisson regression, A note on uniform consistency of monotone function estimators, \(L_1\)-consistent estimation of the density of residuals in random design regression models, Rates of convergence for partitioning and nearest neighbor regression estimates with unbounded data, Strong universal consistency of smooth kernel regression estimates, Strongly consistent density estimation of the regression residual, Optimal global rates of convergence for nonparametric regression with unbounded data, Universally consistent regression function estimation using hierarchical \(B\)-splines, On the strong universal consistency of local averaging regression estimates, Prediction from randomly right censored data, Distribution-free robust linear regression



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