Stephan Haug

Technische Universität München

Lehrstuhl für Mathematische Statistik (Prof. Drton)

Postadresse

Postal:
Boltzmannstr. 3
85748 Garching b. München

Research profile

ORCiDGoogle ScholarResearchGate 

Statistical consulting

TUM|Stat

Papers

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2022

  • Heinemann, Paul; Haug, Stephan; Schmidhalter, Urs: Evaluating and defining agronomically relevant detection limits for spectral reflectance-based assessment of N uptake in wheat. European Journal of Agronomy 140, 2022, 126609 more… Full text ( DOI )

2021

  • Sturm, David J.; Bachner, Joachim; Renninger, Denise; Haug, Stephan; Demetriou, Yolanda: A cluster randomized trial to evaluate need-supportive teaching in physical education on physical activity of sixth-grade girls: A mixed method study. Psychology of Sport and Exercise 54, 2021, 101902 more… Full text ( DOI )

2020

  • Bachner, Joachim; Sturm, David J.; Haug, Stephan; Demetriou, Yolanda: Multi-level validation of the German physical activity self-efficacy scale in a sample of female sixth-graders. BMC Public Health 20 (1), 2020 more… Full text ( DOI )
  • Sturm, David J.; Bachner, Joachim; Haug, Stephan; Demetriou, Yolanda: The German Basic Psychological Needs Satisfaction in Physical Education Scale: Adaption and Multilevel Validation in a Sample of Sixth-Grade Girls. International Journal of Environmental Research and Public Health 17 (5), 2020, 1554 more… Full text ( DOI )

2019

2018

2017

2015

  • Haug, S., Klüppelberg, C., and Kuhn, G.: Copula structure analysis based on extreme dependence. Statistics and Its Interface 8 (1), 2015, 93-107 more… Full text ( DOI ) Full text (mediaTUM)
  • Vogel, C., Heister, K., Buegger, F., Tanuwidjaja, I., Haug, S., Schloter, M., and Kögel-Knabner, I.: Clay mineral composition modifies decomposition and sequestration of organic carbon and nitrogen in fine soil fractions. Biology and Fertility of Soils 51, 2015, 427-442 more… Full text ( DOI )

2014

  • Bauer, A., and Haug, S.: Verwendung von Dummy-Variablen bei der statistischen Analyse von Talsperrenmessdaten. Wasserwirtschaft 4, 2014, 28-33 more… Full text ( DOI )
  • Bimüller, C., Dannenmann, M., Tejedor, J., von Lützow, M., Buegger, F., Meier, R., Haug, S., Schroll, R. and Kögel-Knabner, I.: Prolonged summer droughts retard soil N processing and stabilization in organo-mineral fractions. Soil Biology & Biochemistry 68 (1), 2014, 241-251 more… Full text ( DOI )
  • Bimüller, C., Mueller, C.W., von Lützow, M., Kreyling, O., Kölbl, A., Haug, S., Schloter, M.,, and Kögel-Knabner, I.: Decoupled carbon and nitrogen mineralization in soil particle size fractions of a forest topsoil. Soil Biology & Biochemistry 78 (4), 2014, 263-273 more… Full text ( DOI )

2013

  • Daun, T. J., Braun, D. G., Frank, C., Haug, S. and Lienkamp, M.: Evaluation of driving behavior and the efficacy of a predictive eco-driving assistance system for heavy commercial vehicles in a driving simulator experiment. 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013), IEEE, 2013 more… Full text ( DOI )
  • Gerike, R., Gehlert, T., and Haug, S.: Time use of the mobile and the immobile in time-use surveys and transport surveys – II. In: Joachim Schreiner, Hans-Heinrich Blotevogel, Susanne Frank, Christian Holz-Rau, Nina Schuster: Mobilitäten und Immobilitäten: Menschen - Ideen - Dinge - Kulturen - Kapital. Klartext, 2013, 121-138 more…

2012

  • Hermann, J.M., Haug, S., Westphalen, M., DePatta Pillar, V. and Pfadenhauer, J.: Shrubs versus 'gullivers': Woody species coping with disturbance in grasslands. Plant Ecology 213 (11), 2012, 1757-1768 more… Full text ( DOI )
  • Wiesmeier, M., Spörlein, P., Geuß, U., Hangen, E., Haug, S., Reischl, A., Schilling, B., von Lutzow, M., Kögel-Knabner, I.: Soil organic carbon stocks in southeast Germany as affected by land use, soil type and sampling depth. Global Change Biology 18 (7), 2012, 2233-2245 more… Full text ( DOI )

2011

2010

2009

  • Karg, M., Haug, S., Kühnlenz, K. and Buss, M. (2009): A dynamic model and system-theoretic analysis of affect based on a piecewise linear system. Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication (Ro-Man), 2009 more… Full text ( DOI )

2007

2006

Miscellanea

  • Czado, C., Haug, S.: Finite sample properties of the QMLE in the ACD-ECOGARCH(1,1) model. Supplement to "An ACD-ECOGARCH(1,1) model", 2010 more…

Theses

Exponential COGARCH and other continuous time models with applications to high frequency data (2007)
Dissertation, Technische Universität München.

 

Untersuchung lokal stationärer Zeitreihen mittels Wavelets (2002)
Diplomarbeit, Technische Universität München.

Teaching

A list of previous courses can be found on TUMonline.

Supervised theses

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2022

  • Jannik Nettelnstroth : Classification of non-linear GNSS jamming signals using machine-learning techniques. Master thesis, 2022 more…

2020

  • Maite Fabregat: Statistical quality evaluation in paper making. Master thesis, 2020 more…
  • Maximiliano Hertel: Design of Experiments with the Gröbner Fan. Bachelor thesis, 2020 more…

2019

  • Tom Hochsprung: Information Criteria for Singular Models. Bachelor thesis, 2019 more…

2018

  • Cingis Alexander Kratochvil: Maximum Likelihood Estimation in Gaussian Graphical Models. Bachelor thesis, 2018 more…
  • Jonas Beddrich: Exakte und asymptotische Testverfahren in auf Kontingenztabellen basierenden, zerlegbaren Graphischen Modellen. Bachelor thesis, 2018 more…

2016

  • David Israel: Regression models for ordinal response data with application to a customer satisfaction survey. Master thesis, 2016 more…

2015

  • Jixuan Wang: Goodness-of-fit im multinomialen Modell. Bachelor thesis, 2015 more…
  • Johannes Milz: Asymptotic Properties of Least-Squares Estimators in Linear Models. Bachelor thesis, 2015 more…
  • Julian Grauer: Tail Dependence, Bootstrap and Goodness-Of-Fit Tests. Master thesis, 2015 more…
  • Louis Jacoby: Statistische Entscheidungstheorie. Bachelor thesis, 2015 more…

2014

  • German Straub: A Fractionally Integrated COGARCH(1,1) Model. Master thesis, 2014 more…

2013

  • Marlit Granzer : Estimation of COGARCH Models with Implementation in R. Master thesis, 2013 more…

2012

  • Emil Zawadzki : Multiple Comparisons: The Dunnett and Tukey test procedure and their stepwise extensions. Bachelor thesis, 2012 more…
  • Laura-Luisa Velikonja: Log Likelihood Ratio- and Chi Squared-test applied to Collaborative Filtering. Bachelor thesis, 2012 more…
  • Simon Welsing: Multiple Comparison Procedures in Parametric Models. Bachelor thesis, 2012 more…
  • Xu Zhao: A Functional Version of the ARCH Model. Master thesis, 2012 more…

2011

  • Elisabeth Hobmaier: Influences on the loss of bone density in perimenopausal women - Applying linear mixed models. Diplom thesis, 2011 more…
  • Weilong Su: Bivariate Extreme Value Analysis for Remote Sensing Data. Master thesis, 2011 more…

2010

  • Annika Gauß: Statistische Modellierung am Beispiel des Deutschen Mobilitätspanels. Bachelor thesis, 2010 more…
  • Beate Müller: Statistische Modellierung einer binären Zielvariablen am Beispiel des Deutschen Mobilitätspanels. Bachelor thesis, 2010 more…
  • Florian Schewe: Modellierung der durchschnittlich gefahrenen Strecke pro Tag durch Haushaltskomponenten, Tankbuchdaten und räumliche Informationen innerhalb einer Kohorte (klassifiziert nach Kraftstofftyp Benzin (Benzin/Diesel)). Bachelor thesis, 2010 more…
  • Kerstin Knapp: Statistische Modellierung am Beispiel des Deutschen Mobilitätspanels. Bachelor thesis, 2010 more…
  • Marion Sperling: The Mixed Model for Multivariate Repeated Measures. Diplom thesis, 2010 more…
  • Melanie Maier: Statistische Modellierung am Beispiel des Deutschen Mobilitätspanels. Bachelor thesis, 2010 more…
  • Nils Kampert: Statistische Modellierung am Beispiel des Deutschen Mobilitätspanels. Bachelor thesis, 2010 more…
  • Ran Qu: Copula structure analysis based on extreme dependence. Diplom thesis, 2010 more…

2008

  • Marta Walczak: Funktionale Datenanalyse in stochastischen Volatilitätsmodellen. Diplom thesis, 2008 more…

2006

  • Andreas Wittmann: Zuverlässigkeitsmodellierung in agilen Prozessen. Diplom thesis, 2006 more…

2005

  • Thomas Kram: Auswirkungen der Umstellung der Gewichtung von Aktienmarktindices von Marktwertgewichtung auf Streubesitzgewichtung: Eine Untersuchung am Beispiel des Dow Jones STOXX 50. Diplom thesis, 2005 more…

2004

  • Matthias Zapp: Schätzverfahren in einem neuen COGARCH-Modell. Diplom thesis, 2004 more…