Asymptotic variance estimation for the misclassification SIMEX

DOI10.1016/J.CSDA.2006.12.045zbMath1445.62273OpenAlexW2114386340MaRDI QIDQ1020723

Wolfgang Lederer, Helmut Küchenhoff, Emmanuel Lesaffre

Publication date: 2 June 2009

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

Full work available at URL: https://epub.ub.uni-muenchen.de/1841/1/paper_473.pdf

zbMATH Keywords

variance estimationmisclassificationSIMEX approach

Mathematics Subject Classification ID

Epidemiology (92D30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12)

Related Items (6)

Survival Weibull regression model for mismeasured outcomes ⋮ Comparison of causal effect estimators under exposure misclassification ⋮ On the estimation of the misclassification table for finite count data with an application in caries research ⋮ Oral health research: A source for innovative new statistical developments ⋮ Bias correction methods for misclassified covariates in the Cox model: comparison of five correction methods by simulation and data analysis ⋮ Application of the misclassification simulation extrapolation procedure to log-logistic accelerated failure time models in survival analysis

Uses Software

• R
• simex

Cites Work

• Asymptotics for the SIMEX Estimator in Nonlinear Measurement Error Models
• Simulation-Extrapolation: The Measurement Error Jackknife
• Simulation-Extrapolation Estimation in Parametric Measurement Error Models
• Bayesian semi-parametric accelerated failure time model for paired doubly interval-censored data
• A General Method for Dealing with Misclassification in Regression: The Misclassification SIMEX
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