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The Stata command felsdvreg to fit a linear model with two high-dimensional fixed effects

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Author Info

  • Thomas Cornelissen

    ()
    (University of Hannover)

Abstract

This article proposes a memory-saving decomposition of the design matrix to facilitate the estimation of a linear model with two high-dimensional fixed effects. A common way to fit such a model is to take into account one of the effects by including dummy variables and to sweep out the other effect by the within transformation (fixed-effects transformation). If the number of panel units is high, creating and storing the dummy variables can involve prohibitively large computer-memory requirements. The memory-saving procedure to set up the moment matrices for estimation presented in this article can reduce the memory requirements considerably. The companion Stata ado-file felsdvreg implements the estimation method, takes care of identification issues, and provides useful summary statistics. Copyright 2008 by StataCorp LP.

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Bibliographic Info

Article provided by StataCorp LP in its journal Stata Journal.

Volume (Year): 8 (2008)
Issue (Month): 2 (June)
Pages: 170-189

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Handle: RePEc:tsj:stataj:v:8:y:2008:i:2:p:170-189

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Related research

Keywords: felsdvreg; linked employer-employee data; fixed effects; three-way error-components model;

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Cited by:
  1. Leigh, Andrew, 2010. "Estimating teacher effectiveness from two-year changes in students' test scores," Economics of Education Review, Elsevier, vol. 29(3), pages 480-488, June.
  2. Nils Braakmann, 2008. "Crime does pay (at least when it’s violent)!– On the compensating wage differentials of high regional crime levels," Working Paper Series in Economics 91, University of Lüneburg, Institute of Economics.
  3. Fairlie, Robert W. & Hoffmann, Florian & Oreopoulos, Philip, 2011. "A Community College Instructor like Me: Race and Ethnicity Interactions in the Classroom," CLSSRN working papers clsrn_admin-2011-27, Vancouver School of Economics, revised 27 Oct 2011.
  4. Braakmann, Nils, 2009. "Is there a compensating wage differential for high crime levels? First evidence from Europe," Journal of Urban Economics, Elsevier, vol. 66(3), pages 218-231, November.
  5. Stoyanov, Andrey & Zubanov, Nikolay, 2013. "Money on the Table? Firms' and Workers' Gains from Productivity Spillovers through Worker Mobility," IZA Discussion Papers 7702, Institute for the Study of Labor (IZA).
  6. Nilsen, Øivind Anti & Raknerud, Arvid & Skjerpen, Terje, 2011. "Using the Helmert-transformation to reduce dimensionality in a mixed model: Application to a wage equation with worker and firm heterogeneity," Discussion Paper Series in Economics 11/2011, Department of Economics, Norwegian School of Economics, revised 04 Oct 2011.
  7. Emmanouil Tranos & Peter Nijkamp, 2013. "The Death Of Distance Revisited: Cyber-Place, Physical And Relational Proximities," Journal of Regional Science, Wiley Blackwell, vol. 53(5), pages 855-873, December.
  8. Daniel J. Graham & Patricia C. Melo, 2009. "Agglomeration Economies and Labour Productivity: Evidence from Longitudinal Worker Data for GBs Travel-to-Work Areas," SERC Discussion Papers 0031, Spatial Economics Research Centre, LSE.
  9. Yolanda F. Rebollo-Sanz & Ainara González de San Román, 2013. "Estimation of worker and firm effects with censored data," Working Papers 13.05, Universidad Pablo de Olavide, Department of Economics, revised May 2014.
  10. repec:ese:iserwp:2009-12 is not listed on IDEAS
  11. Pekka Ilmakunnas & Seija Ilmakunnas, 2011. "Diversity at the Workplace: Whom Does it Benefit?," De Economist, Springer, vol. 159(2), pages 223-255, June.
  12. Jason A. Grissom & Susanna Loeb & Nathaniel Nakashima, 2013. "Strategic Involuntary Teacher Transfers and Teacher Performance: Examining Equity and Efficiency," NBER Working Papers 19108, National Bureau of Economic Research, Inc.
  13. Michael Ewens & Matthew Rhodes-Kropf, 2013. "Is a VC Partnership Greater than the Sum of its Partners?," NBER Working Papers 19120, National Bureau of Economic Research, Inc.
  14. Thomas Cornelißen & Olaf Hübler, 2011. "Unobserved Individual and Firm Heterogeneity in Wage and Job‐Duration Functions: Evidence from German Linked Employer–Employee Data," German Economic Review, Verein für Socialpolitik, vol. 12(4), pages 469-489, November.
  15. Michael Ewens & Matthew Rhodes-Kropf, . "Is the VC Partnership Greater than the Sum of its Partners?," GSIA Working Papers 2012-E36, Carnegie Mellon University, Tepper School of Business.
  16. Goderis, B.V.G. & Versteeg, M., 2013. "The Transnational Origins of Constituions: Evidence From a New Global Data Set On Constitional Rights," Discussion Paper 2013-010, Tilburg University, Center for Economic Research.
  17. Patrick Bayer & Marcus D. Casey & Fernando Ferreira & Robert McMillan, 2012. "Estimating Racial Price Differentials in the Housing Market," NBER Working Papers 18069, National Bureau of Economic Research, Inc.
  18. Emmanouil Tranos & Peter Nijkamp, 2012. "The Death of Distance Revisited: Cyberplace, Physical and Relational Proximities," Tinbergen Institute Discussion Papers 12-066/3, Tinbergen Institute.

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