Effective nonparametric estimation in the case of severely discretized data

DOI10.1016/S0304-4076(03)00151-9zbMath1030.62029OpenAlexW3123452088MaRDI QIDQ1414628

Mark Coppejans

Publication date: 4 December 2003

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0304-4076(03)00151-9

zbMATH Keywords

B-splinesKernelsDiscretization

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20)

Related Items (4)

On discrete Epanechnikov kernel functions ⋮ Analysis of rounded data from dependent sequences ⋮ Rounded data analysis based on ranked set sample ⋮ Estimating features of a distribution from binomial data

Cites Work

• Nonparametric estimation of regression functions with both categorical and continuous data
• On Kolmogorov's representation of functions of several variables by functions of one variable
• A practical guide to splines
• Multivariate locally weighted least squares regression
• Optimal global rates of convergence for nonparametric regression
• Bandwidth selection: Classical or plug-in?
• A Brief Survey of Bandwidth Selection for Density Estimation
• NONPARAMETRIC ESTIMATORS FOR TIME SERIES
• Frequency Polygons: Theory and Application
• The Influence of Rounding Errors on Some Nonparametric Estimators of a Density and its Derivatives
• Instrumental Variables Regression with Weak Instruments
• Identification and Robustness with Contaminated and Corrupted Data
• Nonparametric and Semiparametric Estimation with Discrete Regressors
• Inference on Regressions with Interval Data on a Regressor or Outcome
• On Estimation of a Probability Density Function and Mode
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item

This page was built for publication: Effective nonparametric estimation in the case of severely discretized data