Influence of Different Methods of Data Imputation on Parameter Estimation – A Monte Carlo Simulation

In this study, we examined the influence of missing data imputation methods on OLS regression analysis parameter estimates. We used two data imputation methods: Deterministic Regression Imputation and Multiple Imputation ; we also estimated parameter values using listwise deletion for comparison. Es...

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Permalink: http://skupni.nsk.hr/Record/ffzg.KOHA-OAI-FFZG:317403
Matična publikacija: Review of Psychology
Zagreb : Naklada Slap, 2010
Glavni autori: Rebernjak, Blaž (-), Urch, Dražen (Author)
Vrsta građe: Članak
Jezik: eng
Online pristup: Elektronička verzija sažetka