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The use of time series processes to model the error structure of earnings in a longitudinal data analysis

Citations

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Cited by:

  1. Denisa Maria Sologon & Cathal O'Donoghue, 2009. "Earnings Dynamics and Inequality in EU, 1994-2001," SOEPpapers on Multidisciplinary Panel Data Research 184, DIW Berlin, The German Socio-Economic Panel (SOEP).
  2. Jason DeBacker & Bradley Heim & Vasia Panousi & Shanthi Ramnath & Ivan Vidangos, 2013. "Rising Inequality: Transitory or Persistent? New Evidence from a Panel of U.S. Tax Returns," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 67-142.
  3. Andrew E. Clark, 2003. "Unemployment as a Social Norm: Psychological Evidence from Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 289-322, April.
  4. I. Sebastian Buhai & Coen N. Teulings, 2014. "Tenure Profiles and Efficient Separation in a Stochastic Productivity Model," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(2), pages 245-258, April.
  5. Francisco Gomes & Alexander Michaelides, 2003. "Portfolio Choice With Internal Habit Formation: A Life-Cycle Model With Uninsurable Labor Income Risk," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 6(4), pages 729-766, October.
  6. Denisa Maria Sologon & Cathal O'Donoghue, 2014. "Shaping Earnings Insecurity: Labor Market Policy and Institutional Factors," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S1), pages 205-232, May.
  7. Christopher D. Carroll, 2004. "Theoretical Foundations of Buffer Stock Saving," Economics Working Paper Archive 517, The Johns Hopkins University,Department of Economics.
  8. Martin Browning & Mette Ejrnæs & Javier Alvarez, 2010. "Modelling Income Processes with Lots of Heterogeneity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1353-1381.
  9. Giorgio Calzolari & Laura Magazzini, 2012. "Autocorrelation and masked heterogeneity in panel data models estimated by maximum likelihood," Empirical Economics, Springer, vol. 43(1), pages 145-152, August.
  10. Flavio Cunha & James J. Heckman, 2007. "The Evolution of Inequality, Heterogeneity and Uncertainty in Labor Earnings in the U.S. Economy," NBER Working Papers 13526, National Bureau of Economic Research, Inc.
  11. Lochner, Lance & Park, Youngmin, 2024. "Earnings dynamics and intergenerational transmission of skill," Journal of Econometrics, Elsevier, vol. 243(1).
  12. Hamish Low & Luigi Pistaferri, 2010. "Disability Risk, Disability Insurance and Life Cycle Behavior," NBER Working Papers 15962, National Bureau of Economic Research, Inc.
  13. Maria Casanova-Rivas, 2008. "Dynamic Complementarities: A Computational and Empirical Analysis of Couples' Retirement Decisions," 2008 Meeting Papers 1073, Society for Economic Dynamics.
  14. Hubbard, R Glenn & Skinner, Jonathan & Zeldes, Stephen P, 1995. "Precautionary Saving and Social Insurance," Journal of Political Economy, University of Chicago Press, vol. 103(2), pages 360-399, April.
  15. 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.
  16. Lisa B. Kahn & Fabian Lange, 2014. "Employer Learning, Productivity, and the Earnings Distribution: Evidence from Performance Measures," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(4), pages 1575-1613.
  17. Stephen P. Jenkins, 2011. "Has the Instability of Personal Incomes been Increasing?," National Institute Economic Review, National Institute of Economic and Social Research, vol. 218(1), pages 33-43, October.
  18. Walter Sosa-Escudero & Mariana Marchionni & Omar Arias, 2011. "Sources of Income Persistence: Evidence from Rural El Salvador," Journal of Income Distribution, Ad libros publications inc., vol. 20(1), pages 3-28, March.
  19. Chabé-Ferret, Sylvain, 2015. "Analysis of the bias of Matching and Difference-in-Difference under alternative earnings and selection processes," Journal of Econometrics, Elsevier, vol. 185(1), pages 110-123.
  20. Richard Blundell & Hamish Low & Ian Preston, 2013. "Decomposing changes in income risk using consumption data," Quantitative Economics, Econometric Society, vol. 4(1), pages 1-37, March.
  21. Orazio Attanasio & Margherita Borella, 2006. "Stochastic Components of Individual Consumption: A Time Series Analysis of Grouped Data," NBER Working Papers 12456, National Bureau of Economic Research, Inc.
  22. Holmberg, Johan, 2021. "Earnings and Labor Market Dynamics: Indirect Inference Based on Swedish Register Data," Umeå Economic Studies 984, Umeå University, Department of Economics.
  23. Charles Grant & Christos Koulovatianos & Alexander Michaelides & Mario Padula, 2010. "Evidence on the Insurance Effect of Redistributive Taxation," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 965-973, November.
  24. Orazio Attanasio & Krisztina Molnar, 2017. "Euler Equations, Subjective Expectations and Income Shocks," Economics Series Working Papers 820, University of Oxford, Department of Economics.
  25. Greg Kaplan & Gianni La Cava & Tahlee Stone, 2018. "Household Economic Inequality in Australia," The Economic Record, The Economic Society of Australia, vol. 94(305), pages 117-134, June.
  26. French, Declan, 2023. "Exploring household financial strain dynamics," International Review of Financial Analysis, Elsevier, vol. 86(C).
  27. Carroll, Christopher D. & Samwick, Andrew A., 1997. "The nature of precautionary wealth," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 41-71, September.
  28. Jesper Bagger & Francois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages," Post-Print hal-01301431, HAL.
  29. Fabien Postel-Vinay & Hélène Turon, 2010. "On-The-Job Search, Productivity Shocks, And The Individual Earnings Process," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 599-629, August.
  30. Fatih Guvenen, 2011. "Macroeconomics with hetereogeneity : a practical guide," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 97(3Q), pages 255-326.
  31. Olga Gorbachev & Keshav Dogra, 2009. "Evolution of Consumption Volatility for the Liquidity Constrained Households over 1983 to 2004," Edinburgh School of Economics Discussion Paper Series 193, Edinburgh School of Economics, University of Edinburgh.
  32. Andrew Shephard & Xu Cheng & Alejándro Sanchez-Becerra, 2023. "How to weight in moments matchings: A new approach and applications to earnings dynamics," CeMMAP working papers 13/23, Institute for Fiscal Studies.
  33. Paul Bingley & Lorenzo Cappellari & Niels Westergård‐Nielsen, 2013. "Unemployment Insurance, Wage Dynamics and Inequality Over the Life Cycle," Economic Journal, Royal Economic Society, vol. 0, pages 341-372, May.
  34. Francesco Devicienti, 2011. "Estimating poverty persistence in Britain," Empirical Economics, Springer, vol. 40(3), pages 657-686, May.
  35. Davide Melcangi & Silvia Sarpietro, 2024. "Nonlinear Firm Dynamics," Staff Reports 1088, Federal Reserve Bank of New York.
  36. Gerald E. Auten & Holger Sieg & Charles T. Clotfelter, 2002. "Charitable Giving, Income, and Taxes: An Analysis of Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 371-382, March.
  37. Huggett, Mark & Ventura, Gustavo & Yaron, Amir, 2006. "Human capital and earnings distribution dynamics," Journal of Monetary Economics, Elsevier, vol. 53(2), pages 265-290, March.
  38. Neele Balke & Thibaut Lamadon, 2020. "Productivity Shocks, Long-Term Contracts and Earnings Dynamics," NBER Working Papers 28060, National Bureau of Economic Research, Inc.
  39. Kjetil Storesletten & Chris Telmer & Amir Yaron, 2007. "Asset Pricing with Idiosyncratic Risk and Overlapping Generations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 10(4), pages 519-548, October.
  40. Michal Myck & Richard Ochmann & Salmai Qari, 2008. "Dynamics of Earnings and Hourly Wages in Germany," SOEPpapers on Multidisciplinary Panel Data Research 139, DIW Berlin, The German Socio-Economic Panel (SOEP).
  41. Yavuz Arslan & Bulent Guler & Temel Taskin, 2021. "Price Search, Consumption Inequality And Expenditure Inequality Over The Life ‐Cycle," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(1), pages 295-320, February.
  42. Sule Alan & Thomas Crossley & Hamish Low, 2012. "Saving on a Rainy Day, Borrowing for a Rainy Day," Koç University-TUSIAD Economic Research Forum Working Papers 1212, Koc University-TUSIAD Economic Research Forum.
  43. Hospido, Laura, 2015. "Wage dynamics in the presence of unobserved individual and job heterogeneity," Labour Economics, Elsevier, vol. 33(C), pages 81-93.
  44. Eric French, 2004. "The Labor Supply Response to (Mismeasured but) Predictable Wage Changes," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 602-613, May.
  45. Ramses H. ABUL NAGA, 2001. "Biases of the Ordinary Least Squares and Instrumental Variables Estimators of the Intergenerational Earnings Correlation : Revisited in the Light of Panel Data," Cahiers de Recherches Economiques du Département d'économie 01.05, Université de Lausanne, Faculté des HEC, Département d’économie.
  46. Paul Bingley & Lorenzo Cappellari, 2019. "Correlation of Brothers' Earnings and Intergenerational Transmission," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 370-383, May.
  47. John Creedy & Elin Halvorsen & Thor O. Thoresen, 2013. "Inequality Comparisons In A Multi-Period Framework: The Role Of Alternative Welfare Metrics," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(2), pages 235-249, June.
  48. Adrien Auclert, 2019. "Monetary Policy and the Redistribution Channel," American Economic Review, American Economic Association, vol. 109(6), pages 2333-2367, June.
  49. Wang, Neng, 2009. "Optimal consumption and asset allocation with unknown income growth," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 524-534, May.
  50. Vincent Sterk & Petr Sedláček & Benjamin Pugsley, 2021. "The Nature of Firm Growth," American Economic Review, American Economic Association, vol. 111(2), pages 547-579, February.
  51. Mike Brewer & Ben Etheridge & Cormac O’Dea, 2017. "Why are Households that Report the Lowest Incomes So Well‐off?," Economic Journal, Royal Economic Society, vol. 127(605), pages 24-49, October.
  52. Richard Blundell & Christopher R. Bollinger & Charles Hokayem & James P. Ziliak, 2024. "Interpreting Cohort Profiles of Lifecycle Earnings Volatility," Working Papers 24-21, Center for Economic Studies, U.S. Census Bureau.
  53. Orazio P. Attanasio & Guglielmo Weber, 2010. "Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 693-751, September.
  54. Fatih Guvenen & Burhanettin Kuruscu, 2010. "A Quantitative Analysis of the Evolution of the US Wage Distribution, 1970–2000," NBER Chapters, in: NBER Macroeconomics Annual 2009, Volume 24, pages 227-276, National Bureau of Economic Research, Inc.
  55. Laura Hospido, 2009. "Job changes and individual-job specific wage dynamics," Working Papers 0907, Banco de España.
  56. repec:spo:wpmain:info:hdl:2441/78hlmdbud88hhp5vbdddivv2hu is not listed on IDEAS
  57. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2013. "Mismatch, Sorting and Wage Dynamics," NBER Working Papers 18719, National Bureau of Economic Research, Inc.
  58. John Y. Campbell & João F. Cocco, 2003. "Household Risk Management and Optimal Mortgage Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1449-1494.
  59. Owen Freestone, 2018. "The Drivers of Life‐Cycle Wage Inequality in Australia," The Economic Record, The Economic Society of Australia, vol. 94(307), pages 424-444, December.
  60. Jesper Bagger & Fran?ois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages: A Tractable Equilibrium Search Model of Wage Dynamics," American Economic Review, American Economic Association, vol. 104(6), pages 1551-1596, June.
  61. Paulina Granados Z., 2004. "Income Function of Chilean Households: Life Cicle and Persistence of Shocks," Working Papers Central Bank of Chile 257, Central Bank of Chile.
  62. Hamish Low & Costas Meghir & Luigi Pistaferri, 2010. "Wage Risk and Employment Risk over the Life Cycle," American Economic Review, American Economic Association, vol. 100(4), pages 1432-1467, September.
  63. Lorenzo Bretscher & Christian Julliard & Carlo Rosa, 2016. "Human Capital and International Portfolio Diversification: A Reappraisal," NBER Chapters, in: NBER International Seminar on Macroeconomics 2015, National Bureau of Economic Research, Inc.
  64. Xavi Ramos & Christian Schluter, 2003. "Subjective Income Expectations, Canonical Models and Income Risk," Working Papers wpdea0310, Department of Applied Economics at Universitat Autonoma of Barcelona.
  65. Johan Holmberg, 2024. "Earnings, labor market dynamics, and inequality in Sweden," Scandinavian Journal of Economics, Wiley Blackwell, vol. 126(3), pages 561-599, July.
  66. Hansen, Christian B., 2007. "Asymptotic properties of a robust variance matrix estimator for panel data when T is large," Journal of Econometrics, Elsevier, vol. 141(2), pages 597-620, December.
  67. L. Hospido, 2012. "Modelling heterogeneity and dynamics in the volatility of individual wages," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(3), pages 386-414, April.
  68. Ramses H. ABUL NAGA, 2000. "Galtonian Regression of Intergenerational Income Linkages : Biased Procedures, a New Estimator and Mean-Square Error Comparisons," Cahiers de Recherches Economiques du Département d'économie 00.13, Université de Lausanne, Faculté des HEC, Département d’économie.
  69. Peter Gottschalk & Minh Huynh, 2010. "Are Earnings Inequality and Mobility Overstated? The Impact of Nonclassical Measurement Error," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 302-315, May.
  70. Jiaying Gu & Roger Koenker, 2014. "Unobserved heterogeneity in income dynamics: an empirical Bayes perspective," CeMMAP working papers CWP43/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  71. Hyungsik Roger Moon & Frank Schorfheide & Boyuan Zhang, 2023. "Bayesian Estimation of Panel Models under Potentially Sparse Heterogeneity," Papers 2310.13785, arXiv.org, revised Feb 2024.
  72. repec:spo:wpmain:info:hdl:2441/6ggbvnr6munghes9od0s108ro is not listed on IDEAS
  73. Heidrich, Stefanie, 2016. "A study of the Missing Data Problem for Intergenerational Mobility using Simulations," Umeå Economic Studies 930, Umeå University, Department of Economics.
  74. von Hinke, Stephanie & Leckie, George, 2017. "Protecting energy intakes against income shocks," Journal of Economic Behavior & Organization, Elsevier, vol. 141(C), pages 210-232.
  75. Mello, Ursula & Nybom, Martin & Stuhler, Jan, 2022. "A lifecycle estimator of intergenerational income mobility," Working Paper Series 2022:21, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  76. Sule Alan, 2006. "Precautionary wealth accumulation: evidence from Canadian microdata," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(4), pages 1105-1124, November.
  77. Adriaan S. Kalwij & Rob Alessie, 2007. "Permanent and transitory wages of British men, 1975-2001: year, age and cohort effects," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1063-1093.
  78. McKay, Alisdair, 2017. "Time-varying idiosyncratic risk and aggregate consumption dynamics," Journal of Monetary Economics, Elsevier, vol. 88(C), pages 1-14.
  79. Bartzsch Nikolaus, 2008. "Precautionary Saving and Income Uncertainty in Germany – New Evidence from Microdata," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 228(1), pages 5-24, February.
  80. Lukasz Rachel & Lawrence H. Summers, 2019. "On Secular Stagnation in the Industrialized World," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 50(1 (Spring), pages 1-76.
  81. Chamon, Marcos & Liu, Kai & Prasad, Eswar, 2013. "Income uncertainty and household savings in China," Journal of Development Economics, Elsevier, vol. 105(C), pages 164-177.
  82. Li, Shaofang & Marinč, Matej, 2014. "The use of financial derivatives and risks of U.S. bank holding companies," International Review of Financial Analysis, Elsevier, vol. 35(C), pages 46-71.
  83. Joachim Hubmer, 2018. "The Job Ladder and its Implications for Earnings Risk," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 172-194, July.
  84. Christian Bayer & Moritz Kuhn, 2023. "Job Levels and Wages," SOEPpapers on Multidisciplinary Panel Data Research 1190, DIW Berlin, The German Socio-Economic Panel (SOEP).
  85. Hoffmann, Eran B. & Malacrino, Davide, 2019. "Employment time and the cyclicality of earnings growth," Journal of Public Economics, Elsevier, vol. 169(C), pages 160-171.
  86. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2016. "Matching, Sorting and Wages," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 19, pages 63-87, January.
  87. Tobias Broer, 2013. "The Wrong Shape of Insurance? What Cross-Sectional Distributions Tell Us about Models of Consumption Smoothing," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(4), pages 107-140, October.
  88. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2014. "Consumption and Labor Supply with Partial Insurance: An Analytical Framework," American Economic Review, American Economic Association, vol. 104(7), pages 2075-2126, July.
  89. Altonji, Joseph G. & Martins, Ana Paula & Siow, Aloysius, 2002. "Dynamic factor models of consumption, hours and income," Research in Economics, Elsevier, vol. 56(1), pages 3-59, June.
  90. Robert Duval Hernández, 2007. "Dynamics of Labor Market Earnings in Urban Mexico, 1987-2002," Working Papers DTE 401, CIDE, División de Economía.
  91. Engbom, Niklas & Moser, Christian & Sauermann, Jan, 2023. "Firm pay dynamics," Journal of Econometrics, Elsevier, vol. 233(2), pages 396-423.
  92. SOLOGON Denisa & VAN KERM Philippe, 2014. "Earnings dynamics, foreign workers and the stability of inequality trends in Luxembourg 1988-2009," LISER Working Paper Series 2014-03, Luxembourg Institute of Socio-Economic Research (LISER).
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