Multiple imputation was an efficient method for harmonizing the Mini-Mental State Examination with missing item-level data
Citation
Burns RA, Butterworth P, Kiely KM, et al. (2011). 'Testing the efficacy of a multiple Imputation model in the harmonisation of 9 longitudinal studies of ageing'. Journal of Clinical Epidemiology, vol. 64(7), pp. 787-793.