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Matias D. Cattaneo Assistant Professor of Economics University of Michigan On leave during academic year 2011-2012 Office during Winter/Spring 2012: Room 251d, Building E52 Department of Economics MIT Phone: (510) 207-7865 Email: cattaneo@umich.edu
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Working Papers |
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Robust Nonparametric Bias-Corrected Inference in the Regression Discontinuity Design, with Sebastian Calonico and Rocio Titiunik, coming soon. |
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Penalized Spline Estimation in the Partially Linear Model, with Volker Elling and Ashley Holland, coming soon. |
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Bootstrapping Density-Weighted Average Derivatives, with Richard Crump and Michael Jansson, February 2012. |
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Alternative Asymptotics and the Partially Linear Model with Many Regressors, with Michael Jansson and Whitney Newey, January 2012. |
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Generalized Jackknife Estimators of Weighted Average Derivatives, with Richard Crump and Michael Jansson, November 2011. |
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Optimal Convergence Rates, Bahadur Representation, and Asymptotic Normality of Partitioning Estimators, with Max Farrell, October 2011. |
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Limit Theorems for Quadratic Forms of Markov Chains, with Yves Atchade, April 2011. (Longer version with more results is here.) |
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Publications |
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Small Bandwidth Asymptotics for Density-Weighted Average Derivatives, with Richard Crump and Michael Jansson, forthcoming in Econometric Theory. |
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Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors, with Richard Crump and Michael Jansson, Journal of Econometrics 167(1): 1-15, March 2012. |
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Efficient Estimation of the Dose-Response Function under Ignorability using Subclassification on the Covariates, with Max Farrell, chapter in Missing-Data Methods: Cross-sectional Methods and Applications (Advances in Econometrics, vol. 27), ed. by D. Drukker, Emerald Group Publishing, pp. 93-127, December 2011. |
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Robust Data-Driven Inference for Density-Weighted Average Derivatives, with Richard Crump and Michael Jansson, Journal of the American Statistical Association 105(491): 1070-1083, September 2010. |
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Multi-valued Treatment Effects, entry in The New Palgrave Dictionary of Economics Online, ed. by S.N. Durlauf and L.E. Blume, Palgrave Macmillan, July 2010. |
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Matching and Multi-valued Treatment Effects, entries in Encyclopedia of Research Design, ed. by N.J. Salkind, Sage Publicacions, June 2010. |
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Efficient Semiparametric Estimation of Multi-valued Treatment Effects under Ignorability, Journal of Econometrics 155(2): 138-154, April 2010. |
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Probabilistic Modeling at the Wildland Urban Interface: the 2003 Cedar Fire, with David Brillinger and Benjamin Autrey, Environmetrics 20(6): 607-620, September 2009. |
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Housing, Health and Happiness, with Sebastian Galiani, Paul Gertler, Sebastian Martinez and Rocio Titiunik, American Economic Journal: Economic Policy 1(1): 75-105, February 2009. |
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