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Biography
João Santos Silva graduated in Economics from the Technical University of Lisbon in 1985, and he received a masters degree in Applied Mathematics in 1988 from the same institution. In 1992, he completed his PhD in Economics at the University of Bristol. He taught at the Technical University of Lisbon and at the University of Essex, before joining Surrey in 2015. João's research focuses on theoretical and applied microeconometrics, and he has published in a variety of academic journals, including the Review of Economic Studies, Journal of the American Statistical Association, Review of Economics and Statistics, Journal of Econometrics, and the Journal of Business and Economics Statistics.
ResearchResearch interests
Areas of research interest include:
- Mode regression
- Quantile regression
- Count Data Models
- Gravity equation for trade
Indicators of esteem
"" by Joao Santos Silva and Silvana Tenreyro acknowledged as a in Economics.
Research interests
Areas of research interest include:
- Mode regression
- Quantile regression
- Count Data Models
- Gravity equation for trade
Indicators of esteem
"" by Joao Santos Silva and Silvana Tenreyro acknowledged as a in Economics.
Supervision
Postgraduate research supervision
Teaching
Semester 1:
- .
Semester 2:
- .
- .
Publications
Highlights
"" by Joao Santos Silva and Silvana Tenreyro acknowledged as a in Economics.
Refereed Publications
Santos Silva, J.M.C. and Winkelmann, Rainer (2026), , The Review of Economics and Statistics, forthcoming.
- Green, Nick and Santos Silva, J.M.C. (2025), , Stata Journal, forthcoming.
- Breinlich, H., Novy, D., and Santos Silva, J.M.C. (2024), , The Review of Economics and Statistics, 106, 1418–1426.
- Santos Silva, J.M.C. and Tenreyro, Silvana (2022), , Portuguese Economic Journal, 21, 423–437.
- Kemp, G.C.R., Parente, P.M.D.C., and Santos Silva, J.M.C. (2020), , Journal of Business & Economic Statistics, 38(3), pp. 647–661.
- Machado, J.A.F. and Santos Silva, J.M.C. (2019), , Journal of Econometrics, 213(1), pp. 145–173.
The estimator for quantile regression with fixed effects is available in Stata: type "ssc install xtqreg".
An example of how to implement the jackknife correction with clustered standard errors is available .
The estimator of the structural quantile function is available in Stata: type "ssc install ivqreg2".
- Machado, J.A.F., Santos Silva, J.M.C., and Wei, K. (2016), , European Economic Review, 89, pp. 73–84.
The estimator is available in Stata: type "ssc install fqreg".
- Parente, P.M.D.C. and Santos Silva, J.M.C. (2016), , Journal of Econometric Methods, 5(1), pp. 1-15.
The covariance estimator and test are available in Stata: type "ssc install qreg2".
- Dias, D.; Marques, C.R.; Martins, F. and Santos Silva, J.M.C. (2015), , Oxford Bulletin of Economics and Statistics, 77(5), pp. 701-718.
- Santos Silva, J.M.C. and Tenreyro, Silvana (2015), , Oxford Bulletin of Economics and Statistics, 77(1), pp. 93-105.
The code and data are available .
- Santos Silva, J.M.C., Tenreyro, S., and Windmeijer, F. (2015), , Journal of Econometric Methods, 4(1), pp. 29-46.
The test is available in Stata: type "ssc install hpc"; the code and data used in the applications are available .
- Santos Silva, J.M.C., Tenreyro, S., and Wei, K. (2014), , Journal of International Economics, 93(1), pp. 67-75.
The Flex is available in Stata: type "ssc install flex"; an example using it is available .
- Kemp, G.C.R. and Santos Silva, J.M.C. (2012), , Journal of Econometrics, 170(1), pp. 92-101.
- Papadopoulos, G. and Santos Silva, J.M.C. (2012), , Economics Letters, 117(1), pp. 365-367.
- Dhaene, G. and Santos Silva, J.M.C. (2012), , Journal of Applied Econometrics, 27(2), pp. 322-332.
- Parente, P.M.D.C. and Santos Silva, J.M.C. (2012), , Economics Letters, 115(2), pp. 314-317.
- Baldauf, Markus and Santos Silva, J.M.C. (2012), , Economics Letters, 114(1), pp. 124-127.
Dave Giles wrote about this paper in his .
- Santos Silva, J.M.C. and Tenreyro, Silvana (2011), , STATA Journal, 11(2), pp. 207-212.
The command is available in Stata: type "ssc install ppml".
- Santos Silva, J.M.C. and Tenreyro, Silvana (2011), , Economics Letters, 112(2), pp. 220-222.
- Santos Silva, J.M.C. and Tenreyro, Silvana (2010), , Annual Review of Economics, 2, pp. 51-74.
- Santos Silva, J.M.C. and Tenreyro, Silvana (2010), , Economics Letters, 107(2), pp. 310-312.
- Santos Silva, J.M.C. and Murteira, J.M.R. (2009), , Journal of Empirical Finance, 16(3), pp. 457-465.
- Monfardini, Chiara and Santos Silva, J.M.C. (2008), , Economics Bulletin, 3(28), pp. 1-9.
- Dias, D.; Marques, C.R. and Santos Silva, J.M.C. (2007), , European Economic Review, 51(7), pp. 1589-1613.
- Godfrey, L.G. and Santos Silva, J.M.C. (2007), , Economics Letters, 95(3), pp. 422-427.
- Dias, D.; Marques, C.R. and Santos Silva, J.M.C. (2007), , Economics Bulletin, 4(6) pp. 1-8.
- Santos Silva, J.M.C. and Tenreyro, Silvana (2006), , The Review of Economics and Statistics, 88(4), pp. 641-658.
The data and much additional information can be found in .
- Reis, H. and Santos Silva, J.M.C. (2006), , Economic Modelling, 23(6), pp. 890-908.
- Santos Silva, J.M.C. (2006), , Communications in Statistics: Theory and Methods, 35(7), pp. 1243-1256.
- Machado, J.A.F. and Santos Silva, J.M.C. (2006), , Econometric Theory, 22(3), pp. 537-541.
- Godfrey, L.G.; Orme, C.D. and Santos Silva, J.M.C. (2006), , Econometrics Journal, 9(1), pp. 76-97.
- Machado, J.A.F. and Santos Silva, J.M.C. (2005), , Journal of the American Statistical Association, vol. 100, no. 472, pp. 1226-1237.
This estimator is available in Stata (type "ssc install qcount") and in R (see ).
- Dias, D.; Marques, C.R.; Neves, P.D. and Santos Silva, J.M.C. (2005), , Economics Letters, 87(2), pp. 279-283.
- Godfrey, L.G. and Santos Silva, J.M.C. (2004), , Econometric Reviews, 23(4), pp. 325-340.
- Santos Silva, J.M.C. (2004), , Health Economics, 13(9), pp. 913-918.
- Santos Silva, J.M.C. (2003), , Econometrics Journal, 6(1), pp. 46-52.
- Chesher, Andrew and Santos Silva, J.M.C. (2002), , The Review of Economic Studies, 69(1), pp. 147-168.
- Santos Silva, J.M.C. (2001), , Journal of Applied Econometrics, 16(5), pp. 577-597.
- Santos Silva, J.M.C. and Windmeijer, Frank (2001), , Journal of Econometrics, 104(1), pp. 67-89.
- Santos Silva, J.M.C. and Cardoso, F.N. (2001), , Economic Modelling, 18(2), pp. 269-280.
This method is available in Matlab; please contact me for details.
- Santos Silva, J.M.C. (2001), Journal of Business and Economics Statistics, 19(1), pp. 55-62.
This algorithm is available in Stata: type "ssc install scls".
- Machado, J.A.F. and Santos Silva, J.M.C. (2000), , Journal of Econometrics, 97(1), pp. 189-202.
This test is available in Stata: type "ssc install mss".
- Santos Silva, J.M.C. (2000), , Econometric Theory, Solution, 99.5.3, 16(5), pp. 794-795.
- Santos Silva, J.M.C. and Covas, F. (2000), , Journal of Population Economics, 13(2), pp. 173-188.
- Santos Silva, J.M.C. (1999), , Econometric Theory, Problem 99.5.3, 15(5), p. 778.
- Santos Silva, J.M.C. (1998), , Econometric Theory, Solution 97.3.1., 14(3), pp. 382-383.
- Santos Silva, J.M.C. (1997), , Econometric Theory, Problem 97.3.1., 13(4), p. 605.
- Santos Silva, J.M.C. (1997), , Communications in Statistics: Simulation and Computation, 26(3), pp. 1089-1102.
- Santos Silva, J.M.C. (1997), , Economics Letters, 54(3), pp. 217-222.
- Windmeijer, F.A.G. and Santos Silva, J.M.C. (1997), , Journal of Applied Econometrics, 12(3), pp. 281-294.
The estimators discussed in the paper are available in Stata: type "help ivpoisson".
- Santos Silva, J.M.C. (1993), , Economics Letters 43(1), pp. 11-14.
Other Publications
- Breinlich, H., Corradi, V., Rocha, N., Ruta, M., Santos Silva, J.M.C., Zylkin, T. (2021), , in Fernandes, A., Rocha, N., and Ruta, M. (eds.), The Economics of Deep Trade Agreements, CEPR Press: London, pp. 25-34.
- Santos Silva, J.M.C. and Tenreyro, Silvana (2013), , in Gerard Caprio Jr. (ed.), The Evidence and Impact of Financial Globalization, Academic Press: San Diego, Pages 451-461.
Santos Silva, J.M.C. (2011), A Review of Micro-Econometrics: Methods of Moments and Limited Dependent Variables by Myoung-jae Lee, , 14(2), pp. B1-B4.
Santos Silva, J.M.C. and Tenreyro, Silvana (2010), Has the euro increased trade?, , 15(2), pp. 6-7.
Dias, D.; Marques, C.R., Martins, F. and Santos Silva, J.M.C. (2009), Price Adjustment Lags: Evidence from firm-level data, , 15(4), pp. 51-69.
Brito, Paulo and Santos Silva, J.M.C. (2009), Editorial Note, , 8(1), pp. 1-2.
Reis, H.J. and Santos Silva, J.M.C. (2002), Hedonic Prices Indexes for New Passenger Cars in Portugal (1997-2001), , 8(4), pp. 21-26.
Machado, J.A.F. and Santos Silva, J.M.C. (2002), , Economia, 26, pp. 95-112.
Santos Silva, J.M.C. and Windmeijer, Frank (2002), Microeconometrics: Editors' Introduction, 1(2), pp. 89-90.
Covas, Francisco and Santos Silva, J.M.C. (1999), Outlet Substitution Bias, , 5(3), pp. 77-85.
Santos Silva, J.M.C. (1989), Função Consumo, Alguns Desenvolvimentos Recentes e Análise do Caso Português, Estudos de Economia IX(4), pp. 353-372.
Working Papers
- Breinlich, H., Novy, D., Santos Silva, J.M.C. (2021). Trade, Gravity and Aggregation, School of Economics, Âé¶¹ÊÓÆµ, DP 07/21.
- Breinlich, H., Corradi, V., Rocha, N., Ruta, M., Santos Silva, J.M.C., Zylkin, T. (2021). , Policy Research working paper 9629, Washington (D.C.): World Bank.
- Machado, J.A.F. and Santos Silva, J.M.C. (2008), , Department of Economics, University of Essex, Discussion Paper No 656.
- Santos Silva, J.M.C. (2006), , Eurostat-Euroindicators Working Papers and Studies, General and regional statistics, KS-DT-05-006.
- Proença, Isabel and Santos Silva, J.M.C. (2000), , CEMAPRE/ISEG, Documento de trabalho No7-00.
- Santos Silva, J.M.C. and Andrade e Silva, J.M.S. (1997), Misspecification in Models for Positive Count Data, CEMAPRE/ISEG, Documento de trabalho No7-97.
Santos Silva, J.M.C. (1992), The Performance of an Approximation to a Random Parameter Multinomial Logit Model, Institute of Actuarial Science and Econometrics, University of Amsterdam, Report AE 16/92.
Stata Code
- Machado, J.A.F. and Santos Silva, J.M.C. (2018), , S458571, Boston College Department of Economics.
- Machado, J.A.F. and Santos Silva, J.M.C. (2018), , S458523, Boston College Department of Economics.
- Santos Silva, J.M.C., Tenreyro, S., and Windmeijer, F. (2015), , S457963, Boston College Department of Economics.
- Santos Silva, J.M.C., Tenreyro, S., and Wei, K. (2013), , S457735, Boston College Department of Economics.An example using flex is available .
- Santos Silva, J.M.C. (2012), , S457402, Boston College Department of Economics.
- Machado, J.A.F. and Santos Silva, J.M.C. (2011), , S457370, Boston College Department of Economics. More information about this module can be found .
- Machado, J.A.F., Parente, P.M.D.C., and Santos Silva, J.M.C. (2011), , S457369, Boston College Department of Economics.More information about this module can be found and .
- Santos Silva, J.M.C. and Tenreyro, Silvana (2011), , , 11(2), pp. 207-212.To install the command please type "net sj 11-2" in Stata and follow the links; please read the help file carefully before using the command.