Nonparametric regression with doubly truncated data

DOI10.1016/j.csda.2014.03.017zbMath1468.62142OpenAlexW2060992106MaRDI QIDQ1660217

Carla Moreira, Jacobo de Uña-Álvarez, Luis F. Meira-Machado

Publication date: 15 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2014.03.017

zbMATH Keywords

mean squared errorkernel smoothinglocal polynomial regressionbandwidth selectionbiased datarandom truncation

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (10)

Weighted rank estimation for nonparametric transformation models with doubly truncated data ⋮ Special issue on advances in survival analysis ⋮ Quantile regression for doubly truncated data ⋮ Regression Analysis of Doubly Truncated Data ⋮ Additive time-dependent hazard model with doubly truncated data ⋮ Functional data analysis: estimation of the relative error in functional regression under random left-truncation model ⋮ Statistical inference based on the nonparametric maximum likelihood estimator under double-truncation ⋮ Comments on: ``An updated review of goodness-of-fit tests for regression models ⋮ Conditional maximum likelihood estimation for semiparametric transformation models with doubly truncated data ⋮ Unnamed Item

Uses Software

• KernSmooth
• DTDA

Cites Work

• Unnamed Item
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