Imputing Top‐Coded Income Data in Longitudinal Surveys
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DOI: 10.1111/obes.12400
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- Richard Burkhauser & Shuaizhang Feng & Stephen Jenkins & Jeff Larrimore, 2009.
"Recent Trends in Top Income Shares in the USA: Reconciling Estimates from March CPS and IRS Tax Return Data,"
Working Papers
09-26, Center for Economic Studies, U.S. Census Bureau.
- Richard V. Burkhauser & Shuaizhang Feng & Stephen P. Jenkins & Jeff Larrimore, 2009. "Recent Trends in Top Income Shares in the USA: Reconciling Estimates from March CPS and IRS Tax Return Data," NBER Working Papers 15320, National Bureau of Economic Research, Inc.
- P. Jenkins, Stephen & V. Burkhauser, Richard & Feng, Shuaizhang & Larrimore, Jeff, 2009. "Recent trends in top income shares in the USA: reconciling estimates from March CPS and IRS tax return data," ISER Working Paper Series 2009-27, Institute for Social and Economic Research.
- Burkhauser, Richard V. & Feng, Shuaizhang & Jenkins, Stephen P. & Larrimore, Jeff, 2012. "Recent trends in top income shares in the USA: reconciling estimates from March CPS and IRS tax return data," LSE Research Online Documents on Economics 41587, London School of Economics and Political Science, LSE Library.
- Richard V. Burkhauser & Shuaizhang Feng & Stephen P. Jenkins & Jeff Larrimore, 2009. "Recent trends in top income shares in the USA: Reconciling estimates from March CPS and IRS tax return data," Working Papers 139, ECINEQ, Society for the Study of Economic Inequality.
- Burkhauser, Richard V. & Feng, Shuaizhang & Jenkins, Stephen P. & Larrimore, Jeff, 2009. "Recent Trends in Top Income Shares in the USA: Reconciling Estimates from March CPS and IRS Tax Return Data," IZA Discussion Papers 4426, Institute of Labor Economics (IZA).
- John S. Heywood & Patrick L. O’Halloran, 2005. "Racial Earnings Differentials and Performance Pay," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
- Steven Haider & Gary Solon, 2006.
"Life-Cycle Variation in the Association between Current and Lifetime Earnings,"
American Economic Review, American Economic Association, vol. 96(4), pages 1308-1320, September.
- Steven Haider & Gary Solon, 2006. "Life-Cycle Variation in the Association between Current and Lifetime Earnings," NBER Working Papers 11943, National Bureau of Economic Research, Inc.
- Bhuller, Manudeep & Mogstad, Magne & Salvanes, Kjell G., 2011.
"Life-Cycle Bias and the Returns to Schooling in Current and Lifetime Earnings,"
IZA Discussion Papers
5788, Institute of Labor Economics (IZA).
- Manudeep Bhuller & Magne Mogstad & Kjell G.Salvanes, 2011. "Life-cycle bias and the returns to schooling in current and lifetime earnings," Discussion Papers 666, Statistics Norway, Research Department.
- Orazio Attanasio & Luigi Pistaferri, 2014. "Consumption Inequality over the Last Half Century: Some Evidence Using the New PSID Consumption Measure," American Economic Review, American Economic Association, vol. 104(5), pages 122-126, May.
- Shin, Donggyun & Solon, Gary, 2011.
"Trends in men's earnings volatility: What does the Panel Study of Income Dynamics show?,"
Journal of Public Economics, Elsevier, vol. 95(7-8), pages 973-982, August.
- Shin, Donggyun & Solon, Gary, 2011. "Trends in men's earnings volatility: What does the Panel Study of Income Dynamics show?," Journal of Public Economics, Elsevier, vol. 95(7), pages 973-982.
- Donggyun Shin & Gary Solon, 2008. "Trends in Men's Earnings Volatility: What Does the Panel Study of Income Dynamics Show?," NBER Working Papers 14075, National Bureau of Economic Research, Inc.
- Keisuke Hirano, 2002. "Semiparametric Bayesian Inference in Autoregressive Panel Data Models," Econometrica, Econometric Society, vol. 70(2), pages 781-799, March.
- Christopher R. Bollinger & Barry T. Hirsch, 2006.
"Match Bias from Earnings Imputation in the Current Population Survey: The Case of Imperfect Matching,"
Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 483-520, July.
- Bollinger, Christopher R. & Hirsch, Barry, 2005. "Match Bias from Earnings Imputation in the Current Population Survey: The Case of Imperfect Matching," IZA Discussion Papers 1846, Institute of Labor Economics (IZA).
- Stephen P. Jenkins & Richard V. Burkhauser & Shuaizhang Feng & Jeff Larrimore, 2011.
"Measuring inequality using censored data: a multiple‐imputation approach to estimation and inference,"
Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 63-81, January.
- Jenkins, Stephen P. & Burkhauser, Richard V. & Feng, Shuaizhang & Larrimore, Jeff, 2011. "Measuring inequality using censored data: a multiple-imputation approach to estimation and inference," LSE Research Online Documents on Economics 32013, London School of Economics and Political Science, LSE Library.
- Philip Armour & Richard V. Burkhauser & Jeff Larrimore, 2016.
"Using The Pareto Distribution To Improve Estimates Of Topcoded Earnings,"
Economic Inquiry, Western Economic Association International, vol. 54(2), pages 1263-1273, April.
- Philip Armour & Richard V. Burkhauser & Jeff Larrimore, 2014. "Using The Pareto Distribution To Improve Estimates Of Topcoded Earnings," Working Papers 14-21, Center for Economic Studies, U.S. Census Bureau.
- Philip Armour & Richard V. Burkhauser & Jeff Larrimore, 2014. "Using the Pareto Distribution to Improve Estimates of Topcoded Earnings," NBER Working Papers 19846, National Bureau of Economic Research, Inc.
- Matteo Richiardi & Ambra Poggi, 2014. "Imputing Individual Effects in Dynamic Microsimulation Models. An application to household formation and labour market participation in Italy," International Journal of Microsimulation, International Microsimulation Association, vol. 7(2), pages 3-39.
- Peter H. Friesen & Danny Miller, 1983. "Annual Inequality and Lifetime Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 139-155.
- Thomas Lemieux, 2006. "Increasing Residual Wage Inequality: Composition Effects, Noisy Data, or Rising Demand for Skill?," American Economic Review, American Economic Association, vol. 96(3), pages 461-498, June.
- Feng, Shuaizhang & Burkhauser, Richard V. & Butler, J.S., 2006. "Levels and Long-Term Trends in Earnings Inequality: Overcoming Current Population Survey Censoring Problems Using the GB2 Distribution," Journal of Business & Economic Statistics, American Statistical Association, vol. 24, pages 57-62, January.
- Shane T. Jensen & Stephen H. Shore, 2015. "Changes in the Distribution of Earnings Volatility," Journal of Human Resources, University of Wisconsin Press, vol. 50(3), pages 811-836.
- NICHOLS Austin, 2008. "Trends in Income Inequality, Volatility and Mobility Risk," IRISS Working Paper Series 2008-10, IRISS at CEPS/INSTEAD.
- David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
- Barry T. Hirsch & Edward J. Schumacher, 2004.
"Match Bias in Wage Gap Estimates Due to Earnings Imputation,"
Journal of Labor Economics, University of Chicago Press, vol. 22(3), pages 689-722, July.
- Hirsch, Barry & Schumacher, Edward J., 2003. "Match Bias in Wage Gap Estimates Due to Earnings Imputation," IZA Discussion Papers 783, Institute of Labor Economics (IZA).
- Mary C. Daly & Robert G. Valletta, 2006. "Inequality and Poverty in United States: The Effects of Rising Dispersion of Men's Earnings and Changing Family Behaviour," Economica, London School of Economics and Political Science, vol. 73(289), pages 75-98, February.
- Richard V. Burkhauser & Shuaizhang Feng & Stephen P. Jenkins & Jeff Larrimore, 2012. "Recent Trends in Top Income Shares in the United States: Reconciling Estimates from March CPS and IRS Tax Return Data," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 371-388, May.
- Jiaying Gu & Roger Koenker, 2017. "Unobserved Heterogeneity in Income Dynamics: An Empirical Bayes Perspective," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(1), pages 1-16, January.
- Robert F. Bordley & James B. McDonald & Anand Mantrala, 1997. "Something New, Something Old: Parametric Models for the Size of Distribution of Income," Journal of Income Distribution, Ad libros publications inc., vol. 6(1), pages 5-5, June.
- Molly Dahl & Thomas DeLeire & Jonathan A. Schwabish, 2011. "Estimates of Year-to-Year Volatility in Earnings and in Household Incomes from Administrative, Survey, and Matched Data," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 750-774.
- Stephen P. Jenkins, 2009. "Distributionally‐Sensitive Inequality Indices And The Gb2 Income Distribution," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(2), pages 392-398, June.
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- Clementi,Fabio & Fabiani,Michele & Molini,Vasco & Schettino,Francesco, 2022. "Is Inequality Systematically Underestimated in Sub-Saharan Africa ? A Proposal toOvercome the Problem," Policy Research Working Paper Series 10058, The World Bank.
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