Benford's Law and Macroeconomic Data Quality /

This paper examines the usefulness of testing the conformity of macroeconomic data with Benford's law as indicator of data quality. Most of the macroeconomic data series tested conform with Benford's law. However, questions emerge on the reliability of such tests as indicators of data qual...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur: Gonzalez-Garcia, Jesus
Awduron Eraill: Pastor Campos, Gonzalo
Fformat: Cylchgrawn
Iaith:English
Cyhoeddwyd: Washington, D.C. : International Monetary Fund, 2009.
Cyfres:IMF Working Papers; Working Paper ; No. 2009/010
Mynediad Ar-lein:Full text available on IMF
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020 |z 9781451871579 
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100 1 |a Gonzalez-Garcia, Jesus. 
245 1 0 |a Benford's Law and Macroeconomic Data Quality /  |c Jesus Gonzalez-Garcia, Gonzalo Pastor Campos. 
264 1 |a Washington, D.C. :  |b International Monetary Fund,  |c 2009. 
300 |a 1 online resource (22 pages) 
490 1 |a IMF Working Papers 
500 |a <strong>Off-Campus Access:</strong> No User ID or Password Required 
500 |a <strong>On-Campus Access:</strong> No User ID or Password Required 
506 |a Electronic access restricted to authorized BRAC University faculty, staff and students 
520 3 |a This paper examines the usefulness of testing the conformity of macroeconomic data with Benford's law as indicator of data quality. Most of the macroeconomic data series tested conform with Benford's law. However, questions emerge on the reliability of such tests as indicators of data quality once conformity with Benford's law is contrasted with the data quality ratings included in the data module of the Reports on the Observance of Standards and Codes (data ROSCs). Furthermore, the analysis shows that rejection of Benford's law may be unrelated to the quality of statistics, and instead may result from marked structural shifts in the data series. Hence, nonconformity with Benford's law should not be interpreted as a reliable indication of poor quality in macroeconomic data. 
538 |a Mode of access: Internet 
700 1 |a Pastor Campos, Gonzalo. 
830 0 |a IMF Working Papers; Working Paper ;  |v No. 2009/010 
856 4 0 |z Full text available on IMF  |u http://elibrary.imf.org/view/journals/001/2009/010/001.2009.issue-010-en.xml  |z IMF e-Library