D. Pena et J. Ruizcastillo, THE ESTIMATION OF FOOD EXPENDITURES FROM HOUSEHOLD BUDGET DATA IN THEPRESENCE OF BULK PURCHASES, Journal of business & economic statistics, 16(3), 1998, pp. 292-303
The aim of this article is the estimation of annual food expenditures
with limited information about bulk purchases with data from a Spanish
household-budget survey for 1990-1991. Three alternatives are compare
d. The first, currently used for official purposes, does not use all t
he information. The second uses all the available information in a rou
gh way. The third assumes a formal model for the unknown frequency of
purchases. The three alternatives are compared by a regression model t
hat should be homogeneous with respect to the dummy variables that rep
resent the partial information of the groups and should show a distinc
t pattern of outliers under each alternative. Finally, we study the ef
fect of the official and the best alternative on food inflation and in
equality measures. We find that they lead to similar inflation rates b
ut to different inequality estimates.