Utilising Recent Advancements in Techniques for the Analysis of Incomplete Multivariate Data to Improve the Data Quality Management of Current Academic Research
Author
Abstract
Suggested Citation
DOI: 10.1023/A:1016028622217
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Lillard, Lee & Smith, James P & Welch, Finis, 1986.
"What Do We Really Know about Wages? The Importance of Nonreporting and Census Imputation,"
Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 489-506, June.
- Lee Lillard & James P. Smith & Finis Welch, 2004. "What Do We Really Know About Wages: The Importance of Nonreporting and Census Imputation," Labor and Demography 0404005, University Library of Munich, Germany.
- Nathaniel Schenker & Donald J. Treiman & Lynn Weidman, 1993. "Analyses of Public Use Decennial Census Data with Multiply Imputed Industry and Occupation Codes," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 42(3), pages 545-556, September.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Riphahn, Regina, 1999. "Immigrant Participation in Social Assistance Programs: Evidence from German Guestworkers," CEPR Discussion Papers 2318, C.E.P.R. Discussion Papers.
- Anton Korinek & Johan Mistiaen & Martin Ravallion, 2006.
"Survey nonresponse and the distribution of income,"
The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 33-55, April.
- Korinek, Anton & Mistiaen, Johan A. & Ravallion, Martin, 2005. "Survey nonresponse and the distribution of income," Policy Research Working Paper Series 3543, The World Bank.
- Vladimir Hlasny & Paolo Verme, 2022.
"The Impact of Top Incomes Biases on the Measurement of Inequality in the United States,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(4), pages 749-788, August.
- Vladimir Hlasny & Paolo Verme, 2017. "The impact of top incomes biases on the measurement of inequality in the United States," Working Papers 452, ECINEQ, Society for the Study of Economic Inequality.
- Meyer, Bruce D. & Mittag, Nikolas, 2019. "Combining Administrative and Survey Data to Improve Income Measurement," IZA Discussion Papers 12266, Institute of Labor Economics (IZA).
- Bruce D. Meyer & Derek Wu & Victoria R. Mooers & Carla Medalia, 2019.
"The use and misuse of income data and extreme poverty in the United States,"
AEI Economics Working Papers
1018925, American Enterprise Institute.
- Bruce D. Meyer & Derek Wu & Victoria R. Mooers & Carla Medalia, 2019. "The Use and Misuse of Income Data and Extreme Poverty in the United States," NBER Working Papers 25907, National Bureau of Economic Research, Inc.
- Korinek, Anton & Mistiaen, Johan A. & Ravallion, Martin, 2007.
"An econometric method of correcting for unit nonresponse bias in surveys,"
Journal of Econometrics, Elsevier, vol. 136(1), pages 213-235, January.
- Korinek, Anton & Mistiaen, Johan A. & Ravallion, Martin, 2005. "An econometric method of correcting for unit nonresponse bias in surveys," Policy Research Working Paper Series 3711, The World Bank.
- McGovern, Mark E. & Canning, David & Bärnighausen, Till, 2018. "Accounting for non-response bias using participation incentives and survey design: An application using gift vouchers," Economics Letters, Elsevier, vol. 171(C), pages 239-244.
- Christian Dustmann & Francesca Fabbri, 2005.
"Gender and Ethnicity--Married Immigrants in Britain,"
Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 21(3), pages 462-484, Autumn.
- Christian Dustmann & Francesca Fabbri, 2005. "Gender and Ethnicity-Married immigrants in Britain," RF Berlin - CReAM Discussion Paper Series 0502, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
- Christian Dustmann & Francesca Fabbri, 2005. "Gender and Ethnicity – Married Immigrants in Britain," CESifo Working Paper Series 1598, CESifo.
- Winters, John V. & Hirsch, Barry, 2012. "An Anatomy of Racial and Ethnic Trends in Male Earnings," IZA Discussion Papers 6766, Institute of Labor Economics (IZA).
- Christopher R. Bollinger & Barry T. Hirsch, 2010. "GDP & Beyond – die europäische Perspektive," RatSWD Working Papers 165, German Data Forum (RatSWD).
- James J. Heckman, 1989. "The Impact of Government on the Economic Status of Black Americans," NBER Working Papers 2860, National Bureau of Economic Research, Inc.
- Thomas Juster & Honggao Cao & Mick Couper & Daniel Hill & Michael Hurd & Joseph Lupton & Michael Perry & James Smith, 2007. "Enhancing the Quality of Data on the Measurement of Income and Wealth," Working Papers wp151, University of Michigan, Michigan Retirement Research Center.
- Thomas F. Crossley & Peter Levell & Stavros Poupakis, 2022.
"Regression with an imputed dependent variable,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(7), pages 1277-1294, November.
- Thomas Crossley & Peter Levell & Stavros Poupakis, 2019. "Regression with an Imputed Dependent Variable," IFS Working Papers W19/16, Institute for Fiscal Studies.
- F. Crossley, Thomas & Levell, Peter & Poupakis, Stavros, 2019. "Regression with an imputed dependent variable," ISER Working Paper Series 2019-07, Institute for Social and Economic Research.
- Thomas Crossley & Peter Levell & Stavros Poupakis, 2020. "Regression with an imputed dependent variable," IFS Working Papers W20/25, Institute for Fiscal Studies.
- Christopher R. Bollinger & Barry T. Hirsch, 2013.
"Is Earnings Nonresponse Ignorable?,"
The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 407-416, May.
- Bollinger, Christopher R. & Hirsch, Barry, 2010. "Is Earnings Nonresponse Ignorable?," IZA Discussion Papers 5347, Institute of Labor Economics (IZA).
- McKinley L. Blackburn & David E. Bloom, 1993.
"The Distribution of Family Income: Measuring and Explaining Changes in the 1980s for Canada and the United States,"
NBER Chapters, in: Small Differences That Matter: Labor Markets and Income Maintenance in Canada and the United States, pages 233-266,
National Bureau of Economic Research, Inc.
- McKinley L. Blackburn & David E. Bloom, 1991. "The Distribution of Family Income: Measuring and Explaining Changes in the 1980s for Canada and the United States," NBER Working Papers 3659, National Bureau of Economic Research, Inc.
- Allen M. Featherstone & Timothy A. Park & Jeremy G. Weber, 2012. "Keeping ARMS relevant: extracting additional information from ARMS," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 72(2), pages 233-246, July.
- Iván Fernández‐Val & Aico van Vuuren & Francis Vella & Franco Peracchi, 2024.
"Hours worked and the US distribution of real annual earnings 1976–2019,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(4), pages 659-678, June.
- Iv'an Fern'andez-Val & Franco Peracchi & Aico van Vuuren & Francis Vella, 2020. "Hours Worked and the U.S. Distribution of Real Annual Earnings 1976-2019," Papers 2002.11211, arXiv.org, revised Nov 2021.
- repec:dau:papers:123456789/4459 is not listed on IDEAS
- Rodríguez-Oreggia, Eduardo & López-Videla, Bruno, 2015.
"Imputación de ingresos laborales. Una aplicación con encuestas de empleo en México,"
El Trimestre Económico, Fondo de Cultura Económica, vol. 0(325), pages .117-146, enero-mar.
- Rodriguez-Oreggia, Eduardo & Lopez-Videla, Bruno, 2014. "Imputación de ingresos laborales: Una aplicación con encuestas de empleo en México [Labor earnings imputation: An application using labor surveys in Mexico]," MPRA Paper 54436, University Library of Munich, Germany.
- Claudia Goldin & Lawrence F. Katz, 1999.
"Education and Income in the Early 20th Century: Evidence from the Prairies,"
NBER Working Papers
7217, National Bureau of Economic Research, Inc.
- Goldin, Claudia & Katz, Lawrence, 2000. "Education and Income in the Early 20th Century: Evidence from the Prairies," Scholarly Articles 2624456, Harvard University Department of Economics.
- Ross M. Stolzenberg & Daniel A. Relles, 1990. "Theory Testing in a World of Constrained Research Design," Sociological Methods & Research, , vol. 18(4), pages 395-415, May.
More about this item
Keywords
multiple imputation; missing data; data quality; incomplete multivariate data; single imputation;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:qualqt:v:36:y:2002:i:3:p:277-289. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.