Lower bound for estimation of Sobolev densities of order less \(1/2\)
From MaRDI portal
Publication:1015873
DOI10.1016/j.jspi.2008.10.017zbMath1160.62031OpenAlexW2012250904MaRDI QIDQ1015873
Publication date: 30 April 2009
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jspi.2008.10.017
characteristic functionmean integrated squared errornonparametricdiscontinuousinfinite supportnot absolutely integrable
Density estimation (62G07) Minimax procedures in statistical decision theory (62C20) Characteristic functions; other transforms (60E10)
Related Items (3)
Laguerre and Hermite bases for inverse problems ⋮ Sobolev-Hermite versus Sobolev nonparametric density estimation on \(\mathbb{R}\) ⋮ A sharp minimax lower bound for the nonparametric estimation of Sobolev densities of order \(1/2\)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Adaptive density estimation using the blockwise Stein method
- On density estimation in the view of Kolmogorov's ideas in approximation theory
- Adaptive estimation of and oracle inequalities for probability densities and characteristic functions
- Nonparametric estimation of smooth probability densities in \(L_ 2\)
- Nonparametric curve estimation. Methods, theory, and applications
- Optimal rates and constants in \(L_ 2\)-minimax estimation of probability density functions
- Asymptotically efficient estimation for analytic distributions
- Asymptotic nonequivalence of nonparametric experiments when the smoothness index is \(1/2\)
- Modern Multivariate Statistical Techniques
- Estimation of Distribution Density Belonging to a Class of Entire Functions
- Nonparametric Estimation of a Density of Unknown Smoothness
This page was built for publication: Lower bound for estimation of Sobolev densities of order less \(1/2\)