ABSTRACT
Data collection and analysis forms the backbone of all empirical research and
almost every data analysis involves variables with some missing values (which
will be defined later). The missing values may arise due to unit nonresponse
where a sampled subject refuses to provide any values for the variables of
interest, or due to item nonresponse, where a sampled subject provides infor-
mation only for some variables.