Some Problems on Nonparametric Estimation in Gaussian White Noise
From MaRDI portal
Publication:3761475
DOI10.1137/1131054zbMath0623.62028OpenAlexW2028426770MaRDI QIDQ3761475
I. A. Ibragimov, Arkadi Nemirovski, Rafail Z. Khasminskii
Publication date: 1987
Published in: Theory of Probability & Its Applications (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1137/1131054
geometric propertiesGaussian white noiseFréchet derivativesquared error losssmooth functionalsstandard Wiener processKolmogorov diametersdegree of smoothnessAsymptotically best estimateshomogeneous Hilbert-Schmidt formlower bound to the risk
Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Markov processes: estimation; hidden Markov models (62M05)
Related Items
Sharp adaptive estimation of quadratic functionals, Smoothing dependent observations, Minimax estimation of norms of a probability density. I: Lower bounds, Optimal rates of convergence for estimating the null density and proportion of nonnull effects in large-scale multiple testing, Asymptotic equivalence of nonparametric regression and white noise model has its limits, Asymptotically efficient estimation of smooth functionals of covariance operators, Estimation of functionals of sparse covariance matrices, Functional estimation in log-concave location families, Ildar Abdullovich Ibragimov (on his ninetieth birthday), Estimating linear and quadratic forms via indirect observations, Wavelet methods to estimate an integrated quadratic functional: Adaptivity and asymptotic law, Chebyshev polynomials, moment matching, and optimal estimation of the unseen, Optimal rates of entropy estimation over Lipschitz balls, Quadratic functional estimation in inverse problems, Adaptive estimation of a quadratic functional of a density by model selection, Efficient estimation of smooth functionals in Gaussian shift models, Estimation of smooth functionals of location parameter in Gaussian and Poincaré random shift models., Estimation of smooth functionals in normal models: bias reduction and asymptotic efficiency, Efficient estimation of integral functionals of a density, On optimal adaptive estimation of a quadratic functional, Minimax quadratic estimation of a quadratic functional, Functional estimation and hypothesis testing in nonparametric boundary models, Estimation of smooth functionals in high-dimensional models: bootstrap chains and Gaussian approximation, On nonparametric tests of positivity/monotonicity/convexity, Nonparametric regression estimation in models with weak error's structure, On adaptive estimation of nonlinear functionals, Nonquadratic estimators of a quadratic functional