Design adaptive nearest neighbor regression estimation
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Publication:1840778
DOI10.1006/jmva.2000.1901zbMath0961.62032OpenAlexW2035585583MaRDI QIDQ1840778
Publication date: 5 June 2001
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1006/jmva.2000.1901
rates of convergenceconditional nonparametric inferencedesign adaptationk-NN estimatesnonasymptotic inference
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric tolerance and confidence regions (62G15)
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Cites Work
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- Minimax theory of image reconstruction
- Consistency for cross-validated nearest neighbor estimates in nonparametric regression
- Asymptotics in statistics: some basic concepts
- Comportement asymptotique du temps d'occupation du processus des sommes partielles. (Asymptotical behavior of the occupation time of partial sums)
- Consistent nonparametric regression. Discussion
- On density estimation from ergodic processes
- Nearest neighbor regression estimation for null-recurrent Markov time series
- Curve estimation when the design density is low
- Estimation of a function with discontinuities via local polynomial fit with an adaptive window choice
- Nonparametric inference for ergodic, stationary time series
- Optimal rate for nonparametric estimation in deterministic dynamical systems
- Local linear regression smoothers and their minimax efficiencies
- Kernel density estimation from ergodic sample is not universally consistent
- The rate of convergence of<tex>k_n</tex>-NN regression estimates and classification rules (Corresp.)
- Necessary and sufficient conditions for the pointwise convergence of nearest neighbor regression function estimates
- Rates of convergence of nearest neighbor estimation under arbitrary sampling
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