Partitioning estimation of local variance based on nearest neighbors under censoring

DOI10.1007/s00362-016-0770-yzbMath1408.62069OpenAlexW2185530458MaRDI QIDQ725665

Paola Gloria Ferrario

Publication date: 2 August 2018

Published in: Statistical Papers (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00362-016-0770-y

zbMATH Keywords

rate of convergenceweak consistencycensoringnearest neighborssurvival data analysislocal variancepartitioning estimation

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Censored data models (62N01)

Related Items (2)

Geostatistical survival model with Gaussian random effect ⋮ Two-stage variational mode decomposition approach to enhance the estimates of variance function

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Variance estimation for high-dimensional regression models
• Variance function estimation in multivariate nonparametric regression with fixed design
• Robust estimation of multivariate regression model
• An Efron-Stein inequality for nonsymmetric statistics
• Estimation of heteroscedasticity in regression analysis
• Regression analysis with randomly right-censored data
• Local polynomial estimators of the volatility function in nonparametric autoregression
• A distribution-free theory of nonparametric regression
• Residual variance estimation using a nearest neighbor statistic
• Nonparametric robust regression estimation for censored data
• On variance function estimation with quadratic forms
• Effect of mean on variance function estimation in nonparametric regression
• Variance estimation in nonparametric regression via the difference sequence method
• Rates of convergence for partitioning and nearest neighbor regression estimates with unbounded data
• Nonparametric regression with additional measurement errors in the dependent variable
• Nonparametric partitioning estimation of residual and local variance based on first and second nearest neighbours
• Nonparametric Estimation from Incomplete Observations
• Bounds on the mean power-weighted nearest neighbour distance
• Linear regression with censored data
• Censored Regression: Local Linear Approximations and Their Applications
• Local Polynomial Variance-Function Estimation
• On Difference-Based Variance Estimation in Nonparametric Regression When the Covariate is High Dimensional
• Fully Data-Driven Nonparametric Variance Estimators
• Local Variance Estimation for Uncensored and Censored Observations
• Non-parametric estimation of residual moments and covariance

This page was built for publication: Partitioning estimation of local variance based on nearest neighbors under censoring