Drawing a Line: Comparing the Estimation of Top Incomes Between Tax Data and Household Survey Data
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DOI: 10.31219/osf.io/e3cbs
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- Nishant Yonzan & Branko Milanovic & Salvatore Morelli & Janet Gornick, 2022. "Drawing a Line: Comparing the Estimation of Top Incomes between Tax Data and Household Survey Data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 67-95, March.
- Nishant Yonzan & Branko Milanovic & Salvatore Morelli & Janet Gornick, 2021. "Drawing a Line Comparing the Estimation of Top Incomes Between Tax Data and Household Survey Data," CSEF Working Papers 600, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
- Nishant Yonzan & Branko Milanovic & Salvatore Morelli & Janet Gornick, 2021. "Drawing a Line: Comparing the Estimation of Top Incomes Between Tax Data and Household Survey Data," LIS Working papers 805, LIS Cross-National Data Center in Luxembourg.
References listed on IDEAS
- Emmanuel Saez & Gabriel Zucman, 2020.
"The Rise of Income and Wealth Inequality in America: Evidence from Distributional Macroeconomic Accounts,"
Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 3-26, Fall.
- Emmanuel Saez & Gabriel Zucman, 2020. "The Rise of Income and Wealth Inequality in America: Evidence from Distributional Macroeconomic Accounts," NBER Working Papers 27922, National Bureau of Economic Research, Inc.
- Emmanuel Saez & Gabriel Zucman, 2020. "The Rise of Income and Wealth Inequality in America: Evidence from Distributional Macroeconomic Accounts," Working Papers halshs-03022110, HAL.
- Facundo Alvaredo & Anthony Atkinson & Lucas Chancel & Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2016.
"Distributional National Accounts (DINA) Guidelines : Concepts and Methods used in WID.world,"
World Inequality Lab Working Papers
halshs-02794308, HAL.
- Facundo Alvaredo & Anthony Atkinson & Lucas Chancel & Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2016. "Distributional National Accounts (DINA) Guidelines : Concepts and Methods used in WID.world," Working Papers 201602, World Inequality Lab.
- Facundo Alvaredo & Anthony Atkinson & Lucas Chancel & Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2016. "Distributional National Accounts (DINA) Guidelines : Concepts and Methods used in WID.world," PSE Working Papers halshs-02794308, HAL.
- Facundo Alvaredo & Anthony Atkinson & Lucas Chancel & Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2016. "Distributional National Accounts (DINA) Guidelines : Concepts and Methods used in WID.world," Working Papers halshs-02794308, HAL.
- Anthony B. Atkinson & Thomas Piketty & Emmanuel Saez, 2011.
"Top Incomes in the Long Run of History,"
Journal of Economic Literature, American Economic Association, vol. 49(1), pages 3-71, March.
- Anthony B. Atkinson & Thomas Piketty & Emmanuel Saez, 2009. "Top Incomes in the Long Run of History," NBER Working Papers 15408, National Bureau of Economic Research, Inc.
- Anthony Atkinson & Thomas Piketty & Emmanuel Saez, 2011. "Top Incomes in the Long Run of History," Post-Print halshs-00754557, HAL.
- Anthony Atkinson & Thomas Piketty & Emmanuel Saez, 2011. "Top Incomes in the Long Run of History," PSE-Ecole d'économie de Paris (Postprint) halshs-00754557, HAL.
- Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2018.
"Distributional National Accounts: Methods and Estimates for the United States,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(2), pages 553-609.
- Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2016. "Distributional National Accounts: Methods and Estimates for the United States," NBER Working Papers 22945, National Bureau of Economic Research, Inc.
- Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2017. "Distributional,National,Accounts: Methods,and,Estimates,for,the,United,States," PSE Working Papers halshs-02784725, HAL.
- Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2017. "Distributional,National,Accounts: Methods,and,Estimates,for,the,United,States," World Inequality Lab Working Papers halshs-02784725, HAL.
- Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2016. "Distributional National Accounts: Methods and Estimates for the United States," Working Papers 201603, World Inequality Lab.
- Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2017. "Distributional,National,Accounts: Methods,and,Estimates,for,the,United,States," Working Papers halshs-02784725, HAL.
- Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2018. "Distributional National Accounts: Methods and Estimates for the United States," PSE-Ecole d'économie de Paris (Postprint) halshs-01802612, HAL.
- Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2018. "Distributional National Accounts: Methods and Estimates for the United States," Post-Print halshs-01802612, HAL.
- Facundo Alvaredo & Thomas Piketty, 2015. "France Preliminary Estimates of Top Income Shares 2006-2012: Note on Methods," Technical Notes 201505, World Inequality Lab.
- Emmanuel Saez, 2013. "Striking it Richer: The Evolution of Top Incomes in the United States (Updated with 2011 preliminary estimates)," Technical Notes 201301, World Inequality Lab.
- Vladimir Hlasny, 2020. "Nonresponse Bias in Inequality Measurement: Cross‐Country Analysis Using Luxembourg Income Study Surveys," Social Science Quarterly, Southwestern Social Science Association, vol. 101(2), pages 712-731, March.
- Matthew Smith & Danny Yagan & Owen Zidar & Eric Zwick, 2019.
"Capitalists in the Twenty-First Century,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1675-1745.
- Smith, Matthew & Yagan, Danny & Zidar, Owen M. & Zwick, Eric, 2017. "Capitalists in the Twenty-First Century," Working Papers 271, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
- Matthew Smith & Danny Yagan & Owen M. Zidar & Eric Zwick, 2019. "Capitalists in the Twenty-First Century," NBER Working Papers 25442, National Bureau of Economic Research, Inc.
- Anthony Atkinson & Thomas Piketty, 2010.
"Top Incomes : A Global Perspective,"
PSE-Ecole d'économie de Paris (Postprint)
halshs-00754875, HAL.
- Anthony Atkinson & Thomas Piketty, 2010. "Top Incomes : A Global Perspective," Post-Print halshs-00754875, HAL.
- Wojciech Kopczuk & Eric Zwick, 2020.
"Business Incomes at the Top,"
Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 27-51, Fall.
- Wojciech Kopczuk & Eric Zwick, 2020. "Business Incomes at the Top," NBER Working Papers 27752, National Bureau of Economic Research, Inc.
- Wojciech Kopczuk & Eric Zwick, 2020. "Business Incomes at the Top," Working Papers 2020-118, Becker Friedman Institute for Research In Economics.
- Bartels, Charlotte, 2019.
"Top Incomes in Germany, 1871-2014,"
EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 79(3), pages 669-707.
- Bartels, Charlotte, 2019. "Top Incomes in Germany, 1871–2014," The Journal of Economic History, Cambridge University Press, vol. 79(3), pages 669-707, September.
- Bartels, Charlotte, 2018. "Top Incomes in Germany, 1871-2014," IZA Discussion Papers 11838, Institute of Labor Economics (IZA).
- Vladimir Hlasny & Paolo Verme, 2018.
"Top Incomes and Inequality Measurement: A Comparative Analysis of Correction Methods Using the EU SILC Data,"
Econometrics, MDPI, vol. 6(2), pages 1-21, June.
- Vladimir Hlasny & Paolo Verme, 2018. "Top incomes and inequality measurement: A comparative analysis of correction methods using the EU-SILC data," Working Papers 463, ECINEQ, Society for the Study of Economic Inequality.
- Thomas Blanchet & Ignacio Flores & Marc Morgan, 2022.
"The weight of the rich: improving surveys using tax data,"
The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 119-150, March.
- Thomas Blanchet & Ignacio Flores & Marc Morgan, 2018. "The Weight of the Rich: Improving Surveys Using Tax Data," PSE Working Papers hal-02878315, HAL.
- Thomas Blanchet & Ignacio Flores & Marc Morgan, 2018. "The Weight of the Rich: Improving Surveys Using Tax Data," Working Papers hal-02878315, HAL.
- Thomas Blanchet & Ignacio Flores & Marc Morgan, 2018. "The Weight of the Rich: Improving Surveys Using Tax Data," World Inequality Lab Working Papers hal-02878315, HAL.
- Jesse Bricker & Alice Henriques & Jacob Krimmel & John Sabelhaus, 2016.
"Measuring Income and Wealth at the Top Using Administrative and Survey Data,"
Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(1 (Spring), pages 261-331.
- Jesse Bricker & Alice Henriques Volz & Jacob Krimmel & John Edward Sabelhaus, 2015. "Measuring Income and Wealth at the Top Using Administrative and Survey Data," Finance and Economics Discussion Series 2015-30, Board of Governors of the Federal Reserve System (U.S.).
- Emmanuel Saez, 2013. "Striking it Richer: The Evolution of Top Incomes in the United States (Updated with 2012 preliminary estimates)," Technical Notes 201303, World Inequality Lab.
- Anthony Atkinson & Thomas Piketty, 2007.
"Top incomes over the twentieth century: A contrast between continental european and english-speaking countries,"
Post-Print
halshs-00754859, HAL.
- Anthony Atkinson & Thomas Piketty, 2007. "Top incomes over the twentieth century: A contrast between continental european and english-speaking countries," PSE-Ecole d'économie de Paris (Postprint) halshs-00754859, HAL.
- Richard V. Burkhauser & Nicolas Hérault & Stephen P. Jenkins & Roger Wilkins, 2018.
"Survey Under‐Coverage of Top Incomes and Estimation of Inequality: What is the Role of the UK's SPI Adjustment?,"
Fiscal Studies, John Wiley & Sons, vol. 39(2), pages 213-240, June.
- Richard V. Burkhauser & Nicolas Hérault & Stephen P. Jenkins & Roger Wilkins, 2017. "Survey Under-Coverage of Top Incomes and Estimation of Inequality: What is the Role of the UK’s SPI Adjustment?," NBER Working Papers 23539, National Bureau of Economic Research, Inc.
- Burkhauser, Richard V. & Hérault, Nicolas & Jenkins, Stephen P. & Wilkins, Roger, 2018. "Survey under-coverage of top incomes and estimation of inequality: what is the role of the UK’s SPI adjustment?," LSE Research Online Documents on Economics 84038, London School of Economics and Political Science, LSE Library.
- Burkhauser, Richard V. & Herault, Nicolas & Jenkins, Stephen P. & Wilkins, Roger, 2017. "Survey Under-Coverage of Top Incomes and Estimation of Inequality: What Is the Role of the UK's SPI Adjustment?," IZA Discussion Papers 10868, Institute of Labor Economics (IZA).
- Charlotte Bartels & Maria Metzing, 2019.
"An integrated approach for a top-corrected income distribution,"
The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(2), pages 125-143, June.
- Charlotte Bartels & Maria Metzing, 2019. "An integrated approach for a top-corrected income distribution," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(2), pages 125-143, June.
- Ignacio Flores, 2021. "The capital share and income inequality: Increasing gaps between micro and macro-data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(4), pages 685-706, December.
- Atkinson, A. B. & Piketty, Thomas (ed.), 2010. "Top Incomes: A Global Perspective," OUP Catalogue, Oxford University Press, number 9780199286898.
- Gerald Auten & David Splinter, 2019. "Top 1 Percent Income Shares: Comparing Estimates Using Tax Data," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 307-311, May.
- 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.
- François Bourguignon, 2018.
"Simple adjustments of observed distributions for missing income and missing people,"
The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(2), pages 171-188, June.
- François Bourguignon, 2018. "Simple adjustments of observed distributions for missing income and missing people," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(2), pages 171-188, June.
- François Bourguignon, 2018. "Simple adjustments of observed distributions for missing income and missing people," PSE-Ecole d'économie de Paris (Postprint) halshs-01883896, HAL.
- François Bourguignon, 2018. "Simple adjustments of observed distributions for missing income and missing people," Post-Print halshs-01883896, HAL.
- Facundo Alvaredo & Lucas Chancel & Thomas Piketty & Gabriel Zucman, 2018.
"Distributional National Accounts,"
Post-Print
halshs-03342488, HAL.
- Facundo Alvaredo & Lucas Chancel & Thomas Piketty & Gabriel Zucman, 2018. "Distributional National Accounts," PSE-Ecole d'économie de Paris (Postprint) halshs-03342488, HAL.
- Bartels, Charlotte & Jenderny, Katharina, 2014.
"The role of capital income for top incomes shares in Germany,"
Discussion Papers
2014/32, Free University Berlin, School of Business & Economics.
- Charlotte Bartels & Katharina Jenderny, 2015. "The Role of Capital Income for Top Incomes Shares in Germany," Working Papers 201501, World Inequality Lab.
- Charlotte Bartels & Katharina Jenderny, 2015. "The Role of Capital Income for Top Incomes Shares in Germany," World Inequality Lab Working Papers halshs-02654332, HAL.
- Charlotte Bartels & Katharina Jenderny, 2015. "The Role of Capital Income for Top Incomes Shares in Germany," Working Papers halshs-02654332, HAL.
- Emmanuel Saez, 2015. "Striking it Richer: The Evolution of Top Incomes in the United States (Updated with 2013 preliminary estimates)," Technical Notes 201501, World Inequality Lab.
- 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.
- 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.
- Atkinson, A. B. & Piketty, Thomas (ed.), 2007. "Top Incomes Over the Twentieth Century: A Contrast Between Continental European and English-Speaking Countries," OUP Catalogue, Oxford University Press, number 9780199286881.
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- Assouad, Lydia, 2023. "Rethinking the Lebanese economic miracle: The extreme concentration of income and wealth in Lebanon, 2005–2014," Journal of Development Economics, Elsevier, vol. 161(C).
- Milanovic, Branko, 2024.
"The three eras of global inequality, 1820–2020 with the focus on the past thirty years,"
World Development, Elsevier, vol. 177(C).
- Milanovic, Branko, 2022. "The three eras of global inequality, 1820-2020 with the focus on the past thirty years," SocArXiv yg2h9, Center for Open Science.
- Petar Peshev & Kristina Stefanova & Ivan Bozhikin & Radostina Stamenova & Ivanina Mancheva, 2022. "Is income inequality in Bulgaria underestimated in survey data?," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 3, pages 301-326.
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JEL classification:
- D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
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