Welcome
… to my website. I am an Assistant Professor of Statistics at the University of Bonn.

My research interests focus on functional data analysis, semi- and nonparametric statistics, longitudinal data analysis, mathematical and computational statistics. I pursue an application oriented research approach focusing on actual real data problems that are both statistically interesting and practically relevant.

Starting points of my past and current research are data challenges, for instance, in empirical economics, energy economics, finance, e-commerce (e.g., Google AdWords data), and psychology. I am committed to providing the computational implementations of my statistical research and publish R-packages at CRAN and GitHub accompanying my research papers.

Bio

Publications

Statistical Methods

Statistical Applications

Submitted Working Papers

Work in Progress

  • Liebl. D. and Reimherr M. Fast and Fair Simultaneous Confidence Bands

  • Liebl, D., Willwacher, S., Hamill, J. and Brüggemann, G. P. Take off your shoes! Analyzing the foot strike behavior of habitual shod runners when running barefoot

  • Bada, O. Liebl, D. A subsampled penalty criterion to estimate the number of non-vanishing common factors in large panels

  • Liebl, D. On the minor role of bandwidth selection when smoothing sparse to dense functional data

  • Gider, J. and Liebl, D. Observe the unobservable: Firm value and firm-specific heterogeneity in time trends

  • Liebl D. and Pinger, P. Life-cycle wage trajectories with missing data: A factor analytic approach

Recent & Upcoming Talks

  • Workshop on New Developments in Econometrics and Time Series, June 6-7, 2019, Graz, Austria (invited by H. Dette, M. Hallin and S. Hörmann)

  • European Meeting of Statisticians (EMS 2019), Jul. 22-26, 2019, Palermo, Italy (invited by Laura Sangalli)

  • 10th International Workshop on Simulation and Statistics, Sept. 2-6, 2019, Salzburg, Austria (invited by Siegfried Hörmann)

  • Seminar Talk, Umeå University, Sweden, Oct. 30

  • Seminar Talk, University College Dublin, Ireland, Nov. 7

  • Seminar Talk, University Carlos III Madrid, Spain, Nov. 25

  • 5th International Workshop on Functional and Operatorial Statistics (IWFOS 2020), Jun. 24-27, 2020, Brno, Czech Republic (invited by Philippe Vieu, Germán Aneiros, Ivana Horová, and Marie Hušková)

Teaching Portfolio

Excerpt of past and current courses:

Refereeing

Journal of the American Statistical Association (JASA), The Annals of Applied Statistics (AOAS), Journal of Time Series Analysis (JTSA), Computational Statistics & Data Analysis (CSDA), Journal of the Royal Statistical Society: Series B (JRSSB), Statistical Modeling: An International Journal (SMIJ), Advances in Statistical Analysis (AStA), Journal of Sport and Health Science (JSHS), Journal of Applied Statistics (JAS), Energy Economics (ENEECO), Journal of Statistical Planning and Inference (JSPI), Journal of Multivariate Analysis (JMVA), Statistica Sinica (SS)

Software

  • Together with my co-author Oualid Bada, I am the creator and maintainer of the R-package phtt. The package provides estimation procedures for panel data with general forms of unobservable heterogeneous effects.

  • R-package FunRegPoI

  • R-package PartiallyFD

  • R-package ReconstPoFD

  • R-package fdapoi


Institutions & Affiliations

UoB
University of Bonn.

HCM
Hausdorff Center for Mathematics.

SPOHO
German Sport University Cologne.

Miscellaneous

  • My former life took (mostly) place in dojos, where I used to wear a judogi.