 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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Hide Ichimura is a Professor in the Department of Economics, a Deputy Director of the Centre for Microdata Methods and Practice, and a Research Fellow at the Institute for Fiscal Studies. He is an Associate Editor of the Economic Journal and the Review of Economic Studies. 
All available publications
Orazio Attanasio, Erich Battistin and Hidehiko Ichimura, March 2004,
What really happened to consumption inequality in the US?,
External publications
Hidehiko Ichimura and Chris Taber, May 2002,
Semiparametric reduced form estimation of tuition subsidies,
American Economic Review,
Vol. 92, No. 2, pp. 286-292,
Journal Articles
Hidehiko Ichimura and Christopher Taber, May 2002,
Semiparametric reduced form estimation of tuition subsidies,
American Economic Review,
Vol. 92, No. 2, pp. 286-292,
American Econonic Association,
Journal Articles
Previous versions:
Hidehiko Ichimura and Christopher Taber, January 2002,
Semiparametric reduced form estimation of tuition subsidies,
cemmap Working Papers
, CWP01/02
Hidehiko Ichimura and Christopher Taber, January 2002,
Semiparametric reduced form estimation of tuition subsidies,
cemmap Working Papers
, CWP01/02
Hidehiko Ichimura and Oliver Linton, September 2001,
Asymptotic expansions for some semiparametric program evaluation estimators,
cemmap Working Papers
, CWP04/01
Hidehiko Ichimura and Christopher Taber, April 2000,
Direct estimation of policy impacts,
IFS Working Papers
, W00/05
James Heckman, Hidehiko Ichimura, Jeffrey Smith and Petra Todd, January 1998,
Characterization of selection bias using experimental data,
Econometrica,
Vol. 66, pp. 1017-1098,
Journal Articles
Hidehiko Ichimura and T. Scott Thompson, January 1998,
Maximum likelihood estimation of a binary choice model with random coefficients of unknown distribution,
Journal of Econometrics,
Vol. 86, pp. 269-295,
Journal Articles
James Heckman, Hidehiko Ichimura and Petra Todd, January 1998,
Matching as an econometric estimator,
Review of Economic Studies,
Vol. 65, pp. 261-294,
Journal Articles
James Heckman, Hidehiko Ichimura and Petra Todd, January 1997,
Performance of matching as an econometric estimator: application to the JTPA program,
Review of Economic Studies,
Vol. 64, pp. 605-654,
Journal Articles
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