МНОЖЕСТВЕНО МОДЕРАТОРНО ВЪВЕЖДАНЕ


Author: Deyan Lazarov (Burgas Free University)

Keywords: multiple imputation, moderation analysis, stochastic regression, regression imputation

Present research investigating opportunities of collaboration between multiple imputation method and moderation analysis. One of the advantages of Moderation analysis is that it better describe the relations in database. As a source in this research a simulated database is used. In this database artificially missing data are implemented. The analysis shows the advantages of moderation analysis along with multiple imputation over classic multiple imputation approach, and single imputations as regression and stochastic regression imputations. Present research investigating opportunities of collaboration between multiple imputation method and moderation analysis. One of the advantages of Moderation analysis is that it better describe the relations in database. As a source in this research a simulated database is used. In this database artificially missing data are implemented. The analysis shows the advantages of moderation analysis along with multiple imputation over classic multiple imputation approach, and single imputations as regression and stochastic regression imputations.

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