Asymptotic performance bounds for the kernel estimate
From MaRDI portal
Publication:1119308
DOI10.1214/aos/1176350953zbMath0671.62041OpenAlexW2044595014MaRDI QIDQ1119308
Publication date: 1988
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1214/aos/1176350953
characteristic functionslower boundskernel density estimatesperformance boundssaturation classexpected L1-errorlarge tail
Related Items
The kernel estimate is relatively stable, Almost sure classification of densities, Universal smoothing factor selection in density estimation: theory and practice. (With discussion), Nonasymptotic universal smoothing factors, kernel complexity and Yatracos classes, Multiclass classification with potential function rules: margin distribution and generalization, Root \(n\) estimates of vectors of integrated density partial derivative functionals, A universal lower bound for the kernel estimate