Although missing data are found in all types of data sets, surveys are particularly prone to produce data sets in which values of some respondent variables are missing (see, e.g., Cochran, 1977; Ericson, 1967; Kalton, 1983; and Hutcheson and Prather, 1977). Survey data collected for end-use energy demand...