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  • Search: subject:"EM-based regression imputation"
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Copula function 1 Donor imputation 1 EM-based regression imputation 1 Imputation 1 Multivariate dependence 1
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Giannerini, Simone 1 Lascio, F. Di 1 Reale, Alessandra 1
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Statistical Methods and Applications 1
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Exploring copulas for the imputation of complex dependent data
Lascio, F. Di; Giannerini, Simone; Reale, Alessandra - In: Statistical Methods and Applications 24 (2015) 1, pp. 159-175
<Para ID="Par1">In this work we introduce a copula-based method for imputing missing data by using conditional density functions of the missing variables given the observed ones. In theory, such functions can be derived from the multivariate distribution of the variables of interest. In practice, it is very...</para>
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