Asymptotic variance estimation for the misclassification SIMEX

Computational Statistics and Data Analysis

Volumn 51, Issue 12, 2007, Pages 6197-6211

  Küchenhoff, Helmut ^a   Lederer, Wolfgang ^a   Lesaffre, Emmanuel ^b  

^a UNIVERSITY OF MUNICH   (Germany)

^b UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

Misclassification; SIMEX approach; Variance estimation

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER SIMULATION; ERROR ANALYSIS; PARAMETER ESTIMATION; REGRESSION ANALYSIS;

LOGISTIC REGRESSION MODELS; MISCLASSIFICATION; SIMEX APPROACH; VARIANCE ESTIMATION;

ASYMPTOTIC ANALYSIS;

EID: 34547164013     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2006.12.045     Document Type: Article

References (11)

1. Carroll R., Küchenhoff H., Lombard F., and Stefanski L. Asymptotics for the SIMEX estimator in structural measurement error models. J. Amer. Statist. Assoc. 91 (1996) 242-250
2. Cook J., and Stefanski L. Simulation-extrapolation estimation in parametric measurement error models. J. Amer. Statist. Assoc. 89 (1994) 1314-1328
3. Godambe V.P. Estimating Functions (1991), Clarendon Press, Oxford
4. Gustafson P. Measurement Error and Misclassification in Statistics and Epidemiology: Impacts and Bayesian Adjustments (2004), Chapman & Hall, New York
5. Komárek A., and Lesaffre E. Bayesian semiparametric accelerated failure time model for paired doubly-interval-censored data. Statist. Modelling 6 (2006) 3-22
6. Küchenhoff H., Mwalili S., and Lesaffre E. A general method for dealing with misclassification in regression: the misclassification simex. Biometrics 62 (2006) 85-96
7. Lederer W., and Küchenhoff H. A short introduction to the simex and MCSIMEX. R News 6 (2006) 26-31
8. Leroy R., Bogaerts K., Lesaffre E., and Declerck D. Effect of caries experience in primary molars on cavity formation in the adjacent permanent first molar. Caries Res. 39 (2005) 342-349
9. R Development Core Team, 2005.R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0. URL-〈http://www.R-project.org〉.
10. Stefanski L., and Cook J. Simulation-extrapolation: the measurement error jackknife. J. Amer. Statist. Assoc. 90 (1995) 1247-1256
11. ® project-a longitudinal intervention health promotion study in Flanders (Belgium): baseline and first year results. Eur. J. Paediatric Dent. 2 (2000) 87-96