performing principal components analysis of the auxiliary variables, and including a small number of components in the imputation model instead of the original variables.
Impute composite variables instead of individual components
‘I’ve been to Bali too’ (and I will be going back): are terrorist shocks to Bali’s tourist arrivals permanent or transitory?,”