A Simple Feasible Alternative Procedure to Estimate Models with High-Dimensional Fixed Effects
AbstractIn this paper we describe an alternative iterative approach for the estimation of linear regression models with high-dimensional fixed-effects such as large employer-employee data sets. This approach is computationally intensive but imposes minimum memory requirements. We also show that the approach can be extended to non-linear models and potentially to more than two high dimensional fixed effects.
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Bibliographic InfoPaper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 3935.
Length: 20 pages
Date of creation: Jan 2009
Date of revision:
Publication status: published in: Stata Journal, 2010, 10 (4), 628-649
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Other versions of this item:
- Paulo Guimarães & Pedro Portugal, 2009. "A Simple Feasible Alternative Procedure to Estimate Models with High-Dimensional Fixed Effects," Working Papers, Banco de Portugal, Economics and Research Department w200909, Banco de Portugal, Economics and Research Department.
- C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
- C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
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