• 1583 Citations
  • 10 h-Index
1993 …2019

Research output per year

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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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Research Output at NOVA

  • 1583 Citations
  • 10 h-Index
  • 17 Article
  • 1 Conference contribution

Quantiles via moments

Machado, J. A. F. & Santos Silva, J. M. C., 1 Nov 2019, In : Journal of Econometrics. 213, 1, p. 145-173

Research output: Contribution to journalArticle

  • 8 Citations (Scopus)

    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 journalArticle

  • 3 Citations (Scopus)

    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 proceedingConference contribution

  • 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 journalArticle

  • 3 Citations (Scopus)

    Counterfactual decomposition of changes in wage distributions using quantile regression

    Machado, J. A. F. & Mata, J., May 2005, In : Journal Of Applied Econometrics. 20, 4, p. 445-465 21 p.

    Research output: Contribution to journalArticle

  • 499 Citations (Scopus)