 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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Sami is a PHD scholar in the Centre for Microdata Methods and Practice. His research interests are in econometric theory, applied econometrics, economics of development and labor economics. 
All available publications
Sami Stouli, November 2012,
Construction of structural functions in nonseparable conditional independence models,
External publications
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