I am a Reader (Associate professor) at the Department of Economics at University of Bristol. My academic interests are in theoretical and applied microeconometrics.

Working papers

Binarization for panel models with fixed effects with Irene Botosaru Updated: June, 2018. Submitted.

Interval censored regression with fixed effects with Jason Abrevaya Updated: December, 2018. Submitted. data and code

DICE simplified with Masako Ikefuji, Roger Laeven and Jan Magnus Updated: December 2018. Submitted.

Efficient GMM estimation with incomplete data Updated: July, 2018. Conditionally accepted at the Review of Economics and Statistics.


Expected utility and catastrophic risk in a stochastic economy-climate model with Masako Ikefuji, Roger Laeven and Jan Magnus Journal of Econometrics, forthcoming.

Estimation in the fixed effects ordered logit model Review of Economics and Statistics, 99 (3), 465-477, 2017 slides, Stata code

The trade-off between income inequality and carbon dioxide emissions with Nicole Grunewald, Stephan Klasen, and Inmaculada Martinez-Zarzoso Ecological Economics, 142, 249-256, 2017

Model averaging in semiparametric estimation of treatment effects with Toru Kitagawa Journal of Econometrics, 193 (1), 271-289, 2016 slides, R code

Expected utility and catastrophic consumption risk with Masako Ikefuji, Roger Laeven and Jan Magnus Insurance: Mathematics and Economics, 64, 306-312, 2015

Do climate variations explain bilateral migration? A gravity model analysis with Andreas Backhaus and Inmaculada Martinez-Zarzoso IZA Journal of Migration, 4:3, 2015

Pareto utility with Masako Ikefuji, Roger Laeven and Jan Magnus Theory and Decision, 75, 43-57, 2013

Statistical climate-change scenarios with Jan Magnus, Bertrand Melenberg and Martin Wild Journal of Environmental Statistics, 5 (4), 1-18, 2013

Global warming and local dimming: the statistical evidence with Jan Magnus and Bertrand Melenberg Journal of the American Statistical Association, 106, 467-468, 2011 with discussion and rejoinder slides

Specification of variance matrices for panel data models with Jan Magnus Econometric Theory, 26, 301-310, 2010