Prof. Dr. Harry Haupt
Research interests
Statistical and econometric theory
Applied econometrics and statistics
Statistical modelling of ecological processes
Modeling, estimation and forecasting complex data structures
Flexible semi-/nonparametric & nonlinear regression methods
Data analytics & statistical/machine learning applications
Peer reviewed journal articles and proceedings
Haupt H. and M. Fritsch [2022] Quantile Trend Regression and Its Application to Central England Temperature. Mathematics, 10 (3), 413. https://doi.org/10.3390/math10030413
Wild M., Behm S., Beck C., Cyris J., Schneider A., Wolf K. and H. Haupt [2022] Mapping the time-varying spatial heterogeneity of temperature processes over the urban landscape, Urban Climate, 43, https://doi.org/10.1016/j.uclim.2022.101160
Behm S. and H. Haupt [2020] Predictability of hourly nitrogen dioxide concentrations, Ecological Modelling, 428, 109076. https://doi.org/10.1016/j.ecolmodel.2020.109076
Fritsch M., Haupt H., Lösel F. and M. Stemmler [2019] Regression trees and random forests as alternatives to classical Regression modeling: Investigating the risk factors for corporal punishment, Psychological Test and Assessment Modelling, 61, 389-417. Open access link
Behm S., Haupt H. and A. Schmid [2018] Spatial detrending revisited: Modelling local trend patterns in NO2-concentration in Belgium and Germany, Spatial Statistics, 28, 331-351. https://doi.org/10.1016/j.spasta.2018.04.004
Haupt H., Schnurbus J. and W. Semmler [2018] Estimation of grouped, time-varying convergence in economic growth, Econometrics and Statistics,8, 141-158. https://doi.org/10.1016/j.ecosta.2017.09.001
Scholz M., Schnurbus J., Haupt H., Dorner V., Landherr A. and F. Probst [2018] Dynamic Effects of User- and Marketer-Generated Content on Consumer Purchase Behavior: Modeling the Hierarchical Structure of Social Media Websites, Decision Support Systems,113, 43-55.https://doi.org/10.1016/j.dss.2018.07.001
Schnurbus J., Haupt H. and V. Meier [2017] Economic transition and growth - A replication, Journal of Applied Econometrics, 32, 1039-1042. Online supplement. https://doi.org/10.1002/jae.2544
Fritsch M., Haupt H. and P.T. Ng [2016] Urban house price surfaces near a World Heritage Site: modeling conditional price and spatial heterogeneity, Regional Science and Urban Economics, 60, 260-275. https://doi.org/10.1016/j.regsciurbeco.2016.07.011
Oberhofer W. and H. Haupt [2016] Asymptotic theory for nonlinear quantile regression under weak dependence, Econometric Theory, 32, 686-713. https://doi.org/10.1017/S0266466615000031
Haupt H. and J. Schnurbus [2015] A nonparametric approach to modeling cross-section dependence in panel data: Smart regions in Germany, in: Stemmler M., von Eye A. and Wiedermann W. (eds.) Dependent Data in Social Sciences Research. Springer Proceedings in Mathematics & Statistics, 145, 345-367. https://doi.org/10.1007/978-3-319-20585-4_15
Haupt H., Kagerer K. and W.J. Steiner [2014] Smooth quantile based modeling of brand sales, price and promotional effects from retail scanner panels, Journal of Applied Econometrics, 29, 1007-1028. Online supplement. https://doi.org/10.1002/jae.2347
Haupt H., Lösel F. and M. Stemmler [2014] Quantile regression analysis and other alternatives to ordinary least squares regression: A methodological comparison on corporal punishment, Methodology, 10, 81-91. https://doi.org/10.1027/1614-2241/a000077
Kauermann G., Haupt H. and N. Kaufmann [2012] A hitchhiker's view on spatial statistics and spatial econometrics for lattice data, Statistical Modelling, 12, 419-440. https://doi.org/10.1177%2F1471082X12457493
Haupt H. and K. Kagerer [2012] Beyond mean estimates of price and promotional effects in scanner-panel sales-response regression, Journal of Retailing and Consumer Services, 19, 470-483. https://doi.org/10.1016/j.jretconser.2012.06.002
Haupt H., Kagerer K. and J. Schnurbus [2011] Cross-validating fit and predictive accuracy of nonlinear quantile regressions, Journal of Applied Statistics, 38, 2939-2954. https://doi.org/10.1080/02664763.2011.573542
Ernstberger J., Haupt H. and O. Vogler [2011] The role of sorting portfolios in asset pricing models, Applied Financial Economics, 21,1381-1396. https://doi.org/10.1080/09603107.2011.572849
Haupt H. and V. Petring [2011] Assessing parametric misspecification and heterogeneity in growth regression, Applied Economics Letters, 18, 389-394. https://doi.org/10.1080/13504851003670643
Haupt H., Schnurbus J. and R. Tschernig [2010] On Nonparametric Estimation of a Hedonic Price Function, Journal of Applied Econometrics, 25, 894-901. https://doi.org/10.1002/jae.1186
Haupt H., Schnurbus J. and R. Tschernig [2010] Statistical validation of functional form in multiple regression using R, in: Vinod, H.D. (ed.) Advances in Social Science Research Using R, Lecture Notes in Statistics - Proceedings, 196, 155-166, Springer, New York. https://doi.org/10.1007/978-1-4419-1764-5_9
Haupt H. and W. Oberhofer [2009] On asymptotic normality in nonlinear regression, Statistics and Probability Letters, 79, 848-849. https://doi.org/10.1016/j.spl.2008.10.037
Haupt H. and W. Oberhofer [2006] Generalized adding-up in systems of regression equations, Economics Letters, 92, 263-269. https://doi.org/10.1016/j.econlet.2006.03.001
Haupt H. and W. Oberhofer [2006] Best affine unbiased representations in the fully restricted general Gauss-Markov model, Journal of Multivariate Analysis, 97, 759-764. https://doi.org/10.1016/j.jmva.2005.04.006
Haupt H. and W. Oberhofer [2005] On autoregressive errors in singular equation systems, Economics Bulletin, 3(54), 1-3
Oberhofer W. and H. Haupt [2005] The asymptotic distribution of the unconditional quantile estimator under dependence, Statistics and Probability Letters, 73, 243-250. https://doi.org/10.1016/j.spl.2005.03.011
Haupt H. and W. Oberhofer [2005] Stochastic response restrictions, Journal of Multivariate Analysis, 95, 66-75. https://doi.org/10.1016/j.jmva.2004.08.006
Haupt H., Oberhofer W. and T. Reichsthaler [2003] A varying-coefficient approach to estimation and extrapolation of household size, Mathematical Population Studies, 10, 249-273. https://doi.org/10.1080/713644740
Haupt H. and W. Oberhofer [2002] Fully restricted linear regression: a pedagogical note, Economics Bulletin, 3(1), 1-7
Oberhofer W. and H. Haupt [2001] Derivation and application of regionalized Input-Output tables: a case study, in: W. Pfähler (ed.), Regional Input-Output Analysis, HWWA Studies, 66, 63-73
Haupt H. and W. Oberhofer [2000] Estimation of singular seemingly unrelated regression equations, Econometric Society World Congress 2000 Contributed Papers0398. Econometric Society
Vita & positions
since 9/2012: Chaired full Professor of Statistics & Data Analytics, U Passau
4/2014-3/2020: Vice President for Research & Advancement of Early Career Researchers, U Passau
10/2017-03/2020: Deputy President, U Passau10/2007 - 9/2012: Chaired full Professor of Econometrics & Statistics, U Bielefeld
- 1/2007 - 10/2007: Associate Professor, U Regensburg
6/2002 - 12/2006: Assistant Professor, U Regensburg
12/2006: Habilitation: Venia legendi for Econometrics & Statistics
Habilitation Award U Regensburg5/2002: Dr (Econometrics), U Regensburg
Services to the scientific community
2012-2020: German Statistical Society: Chairman of Committee Statistical Theory & Methodology
2014-2019: Advances in Statistical Analysis: Associate Editor
since 2011: Verein für Socialpolitik: Member of Committee Econometrics
Referee services for: Deutsche Forschungsgemeinschaft, Alexander von Humboldt-Stiftung, Applied Mathematics, AStA - Advances in Statistical Analysis, Computational Statistics, Economics Bulletin, Economics Letters, Electronics, Empirical Economics, Industrial Marketing Management, Journal of Applied Econometrics, Journal of Applied Statistics, Journal of Business Economics, Journal of Multivariate Analysis, Journal of the American Statistical Association, Mathematical Population Studies, Mathematical Reviews, Mathematics, Methodology, Quantitative Economics, Remote Sensing, Statistical Methodology, Statistical Methods in Medical Research, Statistical Modelling, Statistics, Sustainability
Hall-of-fame: Former PhD students and PostDocs
[2022] Dr. Svenia Behm
Four essays on statistical modelling of environmental data[2019] Dr. Markus Fritsch
Five essays on linear dynamic panel data models[2019] Dr. Angelika Schmid
Geographic and social space in latent factor models - four essays[2018] Dr. Sandra Huber
The role of polls for election forecasting in German state elections[2017] PD Dr. Joachim Schnurbus
Essays on computational statistics and data science (Habilitation)[2016] Dr. Christian Heinze
A framework for spatiotemporal prediction with small and heterogenous data - and an application to consumer price indexes[2014] Dr. Oliver Jones
Prognosen für die Anzahl der sozialversicherungspflichtig Beschäftigten in Deutschland bis zum Jahr 2015[2012] Dr. Verena Petring (Meier)
Econometric analysis of growth and convergence