 Facts and figures about UK taxes, benefits and public spending.
Income distribution, poverty and inequality.
Analysing government fiscal forecasts and tax and spending.
Analysis of the fiscal choices an independent Scotland would face.
Case studies that give a flavour of the areas where IFS research has an impact on society.
Reforming the tax system for the 21st century.
A peer-reviewed quarterly journal publishing articles by academics and practitioners.
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Simon Lee is a senior research economist at the Centre for Microdata Methods and Practice. His research focuses on Theoretical and Applied Econometrics. 
All available publications
Joel Horowitz and Sokbae 'Simon' Lee, July 2007,
Nonparametric instrumental variables estimation of a quantile regression model,
Econometrica,
Vol. 75, No. 4, pp. 1191-1208,
Journal Articles
Previous versions:
Joel Horowitz and Sokbae 'Simon' Lee, June 2006,
Nonparametric instrumental variables estimation of a quantile regression model,
cemmap Working Papers
, CWP09/06
Joel Horowitz and Sokbae 'Simon' Lee, February 2007,
Testing a parametric quantile-regression model with an endogenous explanatory variable against a nonparametric alternative,
cemmap Working Papers
, CWP02/07
Sokbae 'Simon' Lee, December 2006,
Identification of a competing risks model with unknown transformations of latent failure times,
Biometrika,
Vol. 93, No. 4, pp. 996-1002,
Journal Articles
Previous versions:
Sokbae 'Simon' Lee, November 2005,
Identification of a competing risks model with unknown transformations of latent failure times,
cemmap Working Papers
, CWP17/05
Sokbae 'Simon' Lee, Oliver Linton and Yoon-Jae Whang, August 2006,
Testing for stochastic monotonicity,
External publications
, STICERD
Hidehiko Ichimura and Sokbae 'Simon' Lee, August 2006,
Characterization of the asymptotic distribution of semiparametric M-estimators,
cemmap Working Papers
, CWP15/06
Joel Horowitz and Sokbae 'Simon' Lee, June 2006,
Nonparametric instrumental variables estimation of a quantile regression model,
cemmap Working Papers
, CWP09/06
Joel Horowitz and Sokbae 'Simon' Lee, December 2005,
Nonparametric estimation of an additive quantile regression model,
Journal of the American Statistical Association,
Vol. 100, No. 472, pp.1238-1249,
Journal Articles
Previous versions:
Joel Horowitz and Sokbae 'Simon' Lee, April 2004,
Nonparametric estimation of an additive quantile regression model,
cemmap Working Papers
, CWP07/04
Joel Horowitz and Sokbae 'Simon' Lee, December 2005,
Nonparametric estimation of an additive quantile regression model,
Journal of American Statistical Association,
Vol. 100, No. 472, pp.1238-1249,
Journal Articles
Pedro Carneiro and Sokbae 'Simon' Lee, November 2005,
Ability, sorting and wage inequality,
cemmap Working Papers
, CWP16/05
Sokbae 'Simon' Lee, November 2005,
Identification of a competing risks model with unknown transformations of latent failure times,
cemmap Working Papers
, CWP17/05
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