Research output per year
Research output per year
Personal profile
Personal information
Professor Machado holds a PhD in Economics by the University of Illinois at Urbana-Champaign, U.S.A. and an Agregação (Habilitation) in Statistics and Econometrics by Universidade NOVA de Lisboa.
José Machado is a member of the Editorial Boards of Empirical Economics and the Portuguese Economic Journal and has published his scientific research in some of the top journals of his field namely, Journal of the American Statistical Society, Journal of Econometrics, Journal of Applied Econometrics, Econometric Theory, European Economic Review, Empirical Economics, Economic Letters and Oxford Bulletin of Economics and Statistics. His most influential piece of research is ”Counterfactual Decomposition of Changes in Wage Distributions using Quantile Regression”, (joint work with José Mata), published in Journal of Applied Econometrics 20, 2005.
He teaches, Econometrics, Statistics and Macroeconomics
He is consultant of the Bank of Portugal since 1992.
Research interests
Current research interests include: Quantile regression estimation with nonrandom sampling; unemployment duration.
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Collaborations and top research areas from the last five years
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Economic applications of quantile regression 2.0
Fitzenberger, B., Koenker, R., Machado, J. A. F. & Melly, B., Jan 2022, In: Empirical Economics. 62, p. 1-6Research output: Contribution to journal › Editorial › peer-review
Open Access12 Citations (Scopus) -
Quantiles via moments
Machado, J. A. F. & Santos Silva, J. M. C., 1 Nov 2019, In: Journal of Econometrics. 213, 1, p. 145-173Research output: Contribution to journal › Article › peer-review
Open AccessFile975 Citations (Scopus)60 Downloads (Pure) -
The reservation wage unemployment duration nexus
Addison, J. T., Machado, J. A. F. & Portugal, P., 1 Dec 2013, In: Oxford Bulletin of Economics and Statistics. 75, 6, p. 980-987 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Citations (Scopus)15 Downloads (Pure) -
Simulating quantile models with applications to economics and management
Machado, J. A. F., 2010, ISCM II and EPMESC XII - Proc. of the 2nd Int. Symposium on Computational Mechanics and the 12th Int. Conf. on the Enhancement and Promotion of Computational Methods in Engineering and Science. PART 1 ed. Vol. 1233. p. 35-40 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A note on identification with averaged data
Machado, J. A. F. & Silva, J. M. C. S., 1 Jun 2006, In: Econometric Theory. 22, 3, p. 537-541 5 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus)