Efficient estimation for semiparametric varying-coefficient partially linear regression models with current status data

DOI10.1007/S10255-008-8133-7zbMath1178.62038OpenAlexW2396941555MaRDI QIDQ844048

Tao Hu, Xing-wei Tong, Heng-Jian Cui

Publication date: 18 January 2010

Published in: Acta Mathematicae Applicatae Sinica. English Series (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10255-008-8133-7

zbMATH Keywords

asymptotically efficient estimatorsieve MLEpartly linear model

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Estimation in multivariate analysis (62H12) Asymptotic properties of nonparametric inference (62G20) Linear regression; mixed models (62J05) Nonparametric estimation (62G05)

Related Items (6)

A new method for regression analysis of interval-censored data with the additive hazards model ⋮ Regression analysis of current status data in the presence of dependent censoring with applications to tumorigenicity experiments ⋮ Efficient estimation of the varying-coefficient partially linear proportional odds model with current status data ⋮ Efficient estimation of a varying-coefficient partially linear proportional hazards model with current status data ⋮ Goodness-of-fit inference for the additive hazards regression model with clustered current status data ⋮ Efficient estimation of semiparametric varying-coefficient partially linear transformation model with current status data

Uses Software

• SemiPar

Cites Work

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• Local polynomial fitting in semivarying coefficient model
• Profile likelihood inferences on semiparametric varying-coefficient partially linear models
• Convergence rate of sieve estimates
• Wavelet estimation in varying-coefficient partially linear regression models
• Efficient estimation of a semiparametric partially linear varying coefficient model
• Efficient estimation for the proportional hazards model with interval censoring
• Optimal global rates of convergence for nonparametric regression
• Estimation of a semiparametric varying-coefficient partially linear errors-in-variables model
• Empirical likelihood for semiparametric varying-coefficient partially linear regression models
• Additive hazards regression with current status data
• Sieve Estimation for the Proportional-Odds Failure-Time Regression Model With Interval Censoring
• Semiparametric Regression
• Efficient estimation in additive hazards regression with current status data
• Efficient Estimation and Inferences for Varying-Coefficient Models
• Semiparametric Regression for the Applied Econometrician
• Age-Specific Incidence and Prevalence: A Statistical Perspective
• Semiparametric Analysis of Zero‐Inflated Count Data
• Sieve Maximum Likelihood Estimator for Semiparametric Regression Models With Current Status Data

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