Sofronov, G., Spatial small area estimation: Comparison of different approaches - Report, Centre for Statistical and Survey Methodology, University of Wollongong, Working Paper 13-09, 2009, 137p.
The Australian Bureau of Agricultural and Resource Economics (ABARE) has been conducting farm surveys annually since 1978. The surveys collect detailed financial, physical and socioeconomic information from farm businesses across Australia. The purpose of our study is how to produce more efficient estimates of means per farm within small regions or domains utilising spatial covariate information. For testing of small area models unit record farm level survey data from the wheat-sheep zone for the survey years 1978-79 to 1994-95 inclusive were used. Synthetic coordinates (longitude, latitude) for each farm were obtained by using pairwise distances between farms. The variable of interest was average Total Cash Receipts (TCR) within small areas.