Stochastische Überlagerung mit Hilfe der Mischungsverteilung
AbstractThe paper considers the effect of additive and multiplicative measurement errors on the estimation of linear models.We assume that such measurement errors have been applied to the micro data by purpose in order to protect them against re-identification. In particular measurement errors with a bimodal mixture distribution are analyzed. First the case of cross-section data is assumed. Then for panel data both the "naive' estimator ("within estimator", mixed effects estimator) and IV estimators are considered. In particular the effect of autocorrelation of regressors in short panels is discussed.
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Bibliographic InfoPaper provided by Institut für Angewandte Wirtschaftsforschung (IAW) in its series IAW Discussion Papers with number 48.
Length: 170 pages
Date of creation: Mar 2009
Date of revision:
bimodal mixture distribution;
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This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-08-08 (All new papers)
- NEP-ECM-2009-08-08 (Econometrics)
- NEP-GER-2009-08-08 (German Papers)
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