Found 82 Documents (Results 1–82)
The minimax learning rates of normal and Ising undirected graphical models. (English) Zbl 1445.62069
Discrete minimax estimation with trees. (English) Zbl 1429.62126
MSC:
62G07
Nonparametric estimation of a function from noiseless observations at random points. (English) Zbl 1373.62122
Sub-Gaussian mean estimators. (English) Zbl 1360.62115
Strong universal consistent estimate of the minimum mean squared error. (English) Zbl 1325.62086
Schölkopf, Bernhard (ed.) et al., Empirical inference. Festschrift in honor of Vladimir N. Vapnik. Berlin: Springer (ISBN 978-3-642-41135-9/hbk; 978-3-642-41136-6/ebook). 143-160 (2013).
Cellular tree classifiers. (English) Zbl 1293.62067
\(L_1\)-consistent estimation of the density of residuals in random design regression models. (English) Zbl 1229.62042
A weighted \(k\)-nearest neighbor density estimate for geometric inference. (English) Zbl 1274.62264
On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification. (English) Zbl 1198.62048
Bin width selection in multivariate histograms by the combinatorial method. (English) Zbl 1110.62049
Kernel smoothed histograms. (English) Zbl 1181.62041
Antonov, V. (ed.) et al., Longevity, aging and degradation models in reliability, public health, medicine and biology, LAD 2004. Selected papers from the first French-Russian conference, St. Petersburg, Russia, June 7–9, 2004. Vol. 2. St. Petersburg: St. Petersburg State Politechnical University (ISBN 5-7422-0638-0/hbk). 68-82 (2004).
MSC:
62G07
Combinatorial methods in density estimation. (English) Zbl 0964.62025
Springer Series in Statistics. New York, NY: Springer. xii, 208 p. (2001).
Reviewer: W.Stute (Gießen)
Variable kernel estimates: On the impossibility of tuning the parameters. (English) Zbl 0961.62026
Giné, Evarist (ed.) et al., High dimensional probability II. 2nd international conference, Univ. of Washington, DC, USA, August 1-6, 1999. Boston, MA: Birkhäuser. Prog. Probab. 47, 405-424 (2000).
MSC:
62G07
Nonasymptotic universal smoothing factors, kernel complexity and Yatracos classes. (English) Zbl 0897.62035
MSC:
62G07
Universal smoothing factor selection in density estimation: theory and practice. (With discussion). (English) Zbl 0949.62026
On the strong universal consistency of nearest neighbor regression function estimates. (English) Zbl 0817.62038
A comparison of kernel density estimates. (English) Zbl 0804.62039
MSC:
62G07
How easy is a given density to estimate? (English) Zbl 0937.62584
MSC:
62G05
Exponential inequalities in nonparametric estimation. (English) Zbl 0739.62025
Nonparametric functional estimation and related topics, NATO ASI Ser., Ser. C 335, 31-44 (1991).
Reviewer: H.Dehling (Groningen)
No empirical probability measure can converge in the total variation sense for all distributions. (English) Zbl 0707.60026
On the relationship between stability of extreme order statistics and convergence of the maximum likelihood kernel density estimate. (English) Zbl 0701.62045
Reviewer: U.Stadtmüller
MSC:
62G05
The double kernel method in density estimation. (English) Zbl 0701.62044
Reviewer: U.Stadtmüller
Nonparametric density estimates with improved performance on given sets of densities. (English) Zbl 0688.62028
An equivalence theorem for \(L_ 1\) convergence of the kernel regression estimate. (English) Zbl 0686.62027
On the non-consistency of the \(L_ 2\)-cross-validated kernel density estimate. (English) Zbl 0683.62020
MSC:
62G05
A universal lower bound for the kernel estimate. (English) Zbl 0681.62042
MSC:
62G05
Consistent deconvolution in density estimation. (English) Zbl 0679.62029
MSC:
62G05
Asymptotic performance bounds for the kernel estimate. (English) Zbl 0671.62041
Reviewer: A.K.Hosni
A course in density estimation. (English) Zbl 0617.62043
Progress in Probability and Statistics, Vol. 14. Boston/Basel/Stuttgart: Birkhäuser. XIX, 183 p.; DM 58.00 (1987).
Reviewer: A.Berlinet
The strong uniform convergence of multivariate variable kernel estimates. (English) Zbl 0615.62044
Reviewer: F.Götze
Non-uniform random variate generation. (English) Zbl 0593.65005
New York etc.: Springer-Verlag. XVI, 843 p. DM 164.00 (1986).
Reviewer: K.Uosaki
Distribution free exponential bound for the \(L_ 1\) error of partitioning-estimates of a regression function. (English) Zbl 0607.62040
Probability and statistical decision theory, Proc. 4th Pannonian Symp. Math. Stat., Bad Tatzmannsdorf/Austria 1983, Vol. A, 67-76 (1985).
MSC:
62G05
Nonparametric density estimation. The \(L_ 1\) view. (English) Zbl 0546.62015
Wiley Series in Probability and Mathematical Statistics. New York etc.: John Wiley & Sons. XI, 356 p. £45.90 (1985).
Reviewer: J.Antoch
The consistency of automatic kernel density estimates. (English) Zbl 0569.62032
Reviewer: A.K.Basu
The equivalence of weak, strong, and complete convergence in \(L_ 1\) for kernel density estimates. (English) Zbl 0521.62033
Necessary and sufficient conditions for the pointwise convergence of nearest neighbor regression function estimates. (English) Zbl 0483.62029
The strong convergence of empirical nearest neighbor estimates of integrals. (English) Zbl 0482.62030
Statistics and related topics, Proc. int. Symp., Ottawa 1980, 243-252 (1981).
On the almost everywhere convergence of nonparametric regression function estimates. (English) Zbl 0477.62025
MSC:
62G05
Detection of abnormal behavior via nonparametric estimation of the support. (English) Zbl 0479.62028
Distribution-free consistency results in nonparametric discrimination and regression function estimation. (English) Zbl 0431.62025
The strong uniform consistency of kernel density estimates. (English) Zbl 0431.62024
Multivariate analysis V, Proc. 5th int. Symp., Pittsburgh 1978, 59-77 (1980).
Distribution-free inequalities for the deleted and holdout error estimates. (English) Zbl 0408.62055
On the pointwise and the integral convergence of recursive kernel estimates of probability densities. (English) Zbl 0402.62025
Distribution-free performance bounds with the resubstitution error estimate. (English) Zbl 0398.62030
The uniform convergence of the Nadaraya-Watson regression function estimate. (English) Zbl 0405.62033
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