Strong Consistency of a Nonparametric Estimate of a Density Function
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Publication:5671997
DOI10.1109/TSMC.1973.4309223zbMath0257.62026OpenAlexW4256497492MaRDI QIDQ5671997
Publication date: 1973
Published in: IEEE Transactions on Systems, Man, and Cybernetics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1109/tsmc.1973.4309223
Related Items (14)
Consistency properties for the nearest neighbour estimator of the density function and applications based on α-mixing samples ⋮ Consistency of a nonparametric estimate of a density function for dependent variables ⋮ Almost sure convergence of the \(k_{T}\)-occupation time density estimator ⋮ A strong law of large numbers for nonparametric regression ⋮ On the construction of nonparametric density function estimators using the bootstrap ⋮ On local times, density estimation and supervised classification from functional data ⋮ Strong pointwise consistency of the \(k_T\)-occupation time density estimator ⋮ Rates of strong uniform convergence of nearest neighbor density estimates on any compact set ⋮ The asymptotic properties for the estimators of the survival function and failure rate function based on WOD samples ⋮ Estimating relative risk on the line using nearest neighbor statistics ⋮ On consistency of the nearest neighbor estimator of the density function and its applications ⋮ Complete consistency and convergence rate of the nearest neighbor estimator of the density function based on WOD samples ⋮ The consistency of the nearest neighbor estimator of the density function based on WOD samples ⋮ Sequential and recursive estimators of the probability density
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