Modelling the reporting discrepancies in bilateral data
AbstractThis paper is about the discrepancies in reported bilateral statistical data ("mirror data"). For example the trade from country A to country B is not reported the same in the two countries. The discrepancies are used to estimate the accuracy of the reporters. The estimated accuracies are to be used to compute optimal combinations of mirror data. Two models of the discrepancies are presented: (a) unbiased reporting with inaccurate reporters having a large variance, and (b) biased reporting with inaccurate reporters having a large bias (either positive or negative). Estimation methods are least squares regression and maximum likelihood. A numerical illustration is given, using data of the international trade in services. It is shown how to judge the two models empirically. For an updated�version, see CPB Discussion Paper 216 .�
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Bibliographic InfoPaper provided by CPB Netherlands Bureau for Economic Policy Analysis in its series CPB Memorandum with number 179.
Date of creation: Apr 2007
Date of revision:
Find related papers by JEL classification:
- C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data
This paper has been announced in the following NEP Reports:
- NEP-ALL-2007-04-28 (All new papers)
- NEP-CBA-2007-04-28 (Central Banking)
- NEP-ECM-2007-04-28 (Econometrics)
- NEP-INT-2007-04-28 (International Trade)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Nico van Leeuwen & Arjan Lejour, 2006. "Bilateral Services Trade Data and the GTAP database," CPB Memorandum 160, CPB Netherlands Bureau for Economic Policy Analysis.
- Gehlhar, Mark, 1996. "Reconciling Bilateral Trade Data for Use in GTAP," GTAP Technical Papers 313, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University.
- Gaulier, Guillaume & Zignago, Soledad, 2004.
"Notes on BACI (analytical database of international trade). 1989-2002 version,"
32401, University Library of Munich, Germany.
- Guillaume Gaulier & Soledad Zignago, 2010. "BACI: International Trade Database at the Product-Level. The 1994-2007 Version," Working Papers 2010-23, CEPII research center.
- ten Cate, Arie, 2009. "Solving models with inequalities using standard econometric software," Computational Statistics & Data Analysis, Elsevier, vol. 53(6), pages 2055-2060, April.
- Arjan Lejour & Nico van Leeuwen & Arie ten Cate, 2008. "The quality of bilateral services trade data: contribution to GTAP7 database," CPB Memorandum 212, CPB Netherlands Bureau for Economic Policy Analysis.
- Arie ten Cate, 2012. "The identification of reporting accuracies from mirror data," CPB Discussion Paper 216, CPB Netherlands Bureau for Economic Policy Analysis.
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