Strong Uniform Convergence Rates for Some Robust Equivariant Nonparametric Regression Estimates for Mixing Processes
From MaRDI portal
Publication:3990529
DOI10.2307/1403692zbMath0749.62020OpenAlexW2314356093MaRDI QIDQ3990529
Graciela Boente, Ricardo Fraiman
Publication date: 28 June 1992
Published in: International Statistical Review / Revue Internationale de Statistique (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.2307/1403692
strong uniform consistencykernel weightsnearest neighbor with kernel weightsrobust equivariant nonparametric regression estimatesrobust nonparametric autoregressionuniform strongly processes
Density estimation (62G07) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Asymptotic properties of nonparametric inference (62G20) Nonparametric robustness (62G35)
Related Items
Conditional empirical, quantile and difference processes for a large class of time series with applications, Testing for monotonicity in unobservables under unconfoundedness, Nonparametric estimation of density, regression and dependence coefficients, Robust estimation in partially linear errors-in-variables models, Robust testing for superiority between two regression curves, Robust nonparametric regression on Riemannian manifolds, Recent advances in directional statistics, Robust estimation in partially nonlinear models, Asymptotic properties of some estimators for partly linear stationary autoregressive models, Robust estimators in semiparametric partly linear regression models., Testing conditional independence via empirical likelihood, Robust nonparametric regression in time series, Robust nonparametric estimation with missing data, On uniform consistent estimators for convex regression, Unnamed Item, LocalL-estimators for nonparametric regression under dependence, A Projection-Based Nonparametric Test of Conditional Quantile Independence, Testing Additive Separability of Error Term in Nonparametric Structural Models, Strong convergence of robust equivariant nonparametric functional regression estimators