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.