Does any body have any idea how I can create the figure attached using R to show absolute distances from the original data values to the imputed ones?

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Richard James Telford

That figure can be made with the command boxplot().

How you use the command will depend on how your data are organised, but you could do something like

boxplot(list(hotdeck=imputed.hotdeck-original, kNN=imputed.kNN-original))

or more elegantly with a formula

boxplot(residuals~method)

Farideh Bagherzadeh Khiabani

Hi Richard! I could create it with your help.

Here it is.

Excellent