Research/Scholarly/Creative Works

Journal Articles

• Dunker F., Eckle K., Proksch K. and Schmidt-Hieber J. (2019) Tests for qualitative features in the random coefficients model. Electronic Journal of Statistics 13(2): 2257-2306. http://dx.doi.org/10.1214/19-EJS1570.

• Dunker F., Klasen S. and Krivobokova T. (2019) Asymptotic Distribution and Simultaneous Confidence Bands for Ratios of Quantile Functions. Electronic Journal of Statistics (forthcoming).

• Shen B., Dunker F. and Chen C. (2019) Simultaneous confidence bands for growth incidence curves in weighted sup-norm metrics. Statistics http://dx.doi.org/10.1080/02331888.2019.1660658.

• Dunker F., Hoderlein S., Kaido H. and Sherman R. (2018) Nonparametric identification of the distribution of random coefficients in binary response static games of complete information. Journal of Econometrics 206(1): 83-102. http://dx.doi.org/10.1016/j.jeconom.2018.01.010.

• Dunker F. and Hohage T. (2014) On parameter identification in stochastic differential equations by penalized maximum likelihood. Inverse Problems 30(9) 095001: 20. http://dx.doi.org/10.1088/0266-5611/30/9/095001.

• Dunker F., Florens J-P., Hohage T., Johannes J. and Mammen E. (2014) Iterative estimation of solutions to noisy nonlinear operator equations in nonparametric instrumental regression. Journal of Econometrics 178(3): 444-455. http://dx.doi.org/10.1016/j.jeconom.2013.06.001.

Conference Contributions - Published

• Dunker F. and Hohage T. (2018) Nonparametric estimation in stochastic differential equations by penalized maximum likelihood. Oberwolfach, Germany: Oberwolfach Workshop: Computational Inverse Problems for Partial Differential Equations, 14-20 May 2017. In Oberwolfach Reports 14(2) http://dx.doi.org/10.4171/OWR/2017/24.

• Dunker F. (2012) Nonlinear Inverse Problems with Noisy Operators in Econometrics. Oberwolfach, Germany: Oberwolfach Workshop: Computational Inverse Problems, 21-27 Oct 2012. In Oberwolfach Reports 9(4): 3101-3101. http://dx.doi.org/10.4171/OWR/2012/51.

Conference Contributions - Other

• Dunker F. (2019) Tests for qualitative features in the random coefficients model. Auckland: New Zealand Workshop on Uncertainty Quantification and Inverse Problems, 1-3 Jul 2019.

• Dunker F. (2018) Tests for qualitative features in the random coefficients model. Auckland: Econometric Society Australasien Meeting 2018, 1-4 Jul 2018.

• Dunker F. (2017) Simultaneous confidence bands for ratios of quantile functions and growth incidence curves. London: CFE-CMStatistics 2017, 16-18 Dec 2017.

Oral Presentations

• Dunker F. (2018) Tests for qualitative features in the random coefficients model. University of Canterbury: Mathematics and Statistics Seminar, 10 May 2018.

• Dunker F. (2017) Tests for qualitative features in the random coefficients model. Weierstrass Institute for Applied Analysis and Stochastics: WIAS Research Seminar Mathematical Statistics, 13 Dec 2017.

Discussion/Working Papers

• Dunker F., Eckle K., Proksch K. and Schmidt-Hieber J. (2017) Tests for Qualitative Features in the Random Coefficients Model. arXiv.

• Dunker F., Kaido H. and Hoderlein S. (2017) Nonparametric identification of random coefficients in endogenous and heterogeneous aggregate demand models. Centre for microdata methods and practice. http://dx.doi.org/10.1920/wp.cem.2017.1117.

• Dunker F., Klasen S. and Krivobokova T. (2017) Asymptotic Distribution and Simultaneous Confidence Bands for Ratios of Quantile Functions. ArXiv.

• Dunker F. (2015) Convergence of the Risk for Nonparametric IV Quantile Regression and Nonparametric IV Regression with Full Independence. arXiv.

• Dunker F., Kaido H. and Hoderlein S. (2013) Random Coefficients in Static Games of Complete Information. Centre for microdata methods and practice. http://dx.doi.org/10.1920/wp.cem.2013.1213.

Theses / Dissertations

• Dunker F. (2012) Nonlinear Inverse Problems with Noisy Operators and Applications in Nonparametric Instrumental Regression. PhD Thesis, Göttingen, Germany. University of Göttingen.