Reweighting South African National Household Survey Data to Create a Consistent Series Over Time: A Cross-Entropy Estimation Approach

Nicola Branson and Martin Wittenberg

South African Journal of Economics, 2014, vol. 82, issue 1, 19-38

Abstract: In the absence of established longitudinal panel surveys in South Africa, national cross-sectional household survey data are frequently used to analyse change. When these data are stacked side by side, however, inconsistencies both in time trends and between household- and person-level data are found. This study uses a new set of weights calibrated to the Actuarial Society of South Africa 2003 model projected totals using a cross-entropy estimation approach. These weights are favoured because they produce consistent demographic and geographic trends. The calculated weights are similar to the initial sample weights (and hence retain the survey design benefits) but match to a series of age-sex-race and province marginal totals that are consistent over time. The weights are publicly available for the 14-year period between 1994 and 2007.

Date: 2014
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (14)

Downloads: (external link)
http://hdl.handle.net/10.1111/saje.12017 (text/html)
Access to full text is restricted to subscribers.

Related works:
Working Paper: Re-weighting South African National Household Survey Data to create a consistent series over time: A cross entropy estimation approach (2011)
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:bla:sajeco:v:82:y:2014:i:1:p:19-38

Ordering information: This journal article can be ordered from
http://www.blackwell ... bs.asp?ref=0038-2280

Access Statistics for this article

South African Journal of Economics is currently edited by Philip A. Black

More articles in South African Journal of Economics from Economic Society of South Africa Contact information at EDIRC.
Bibliographic data for series maintained by Wiley Content Delivery ().