Prof. Dr. Thomas Kneib

 
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  • 2023 Preprint
    ​ ​Rappl, Anja, Thomas Kneib, Stefan Lang, and Elisabeth Bergherr​. ""Spatial Joint Models through Bayesian Structured Piece-wise Additive Joint Modelling for Longitudinal and Time-to-Event Data"​." ​Preprint, submitted ​​2023. ​http://arxiv.org/abs/2302.07020v1. 
    Details 
  • 2020 Preprint
    ​ ​Seebaß, J. V., J. Schlüter, B. Wacker, and Thomas Kneib​. "Application of an additive structured copula regression on the joint wind speed and wind direction distribution​." ​Preprint, submitted ​​2020. 
    Details 
  • 2020 Preprint
    ​ ​Wacker, B., Thomas Kneib, and J. Schlüter​. "On Existence and Uniqueness of Maximum Log-Likelihood Parameter Estimation for Two-Parameter Weibull Distributions​." ​Preprint, submitted ​​2020. 
    Details 
  • 2019 Preprint
    ​ ​Santos, Bruno, and Thomas Kneib​. "Noncrossing structured additive multiple-output Bayesian quantile regression models​." ​Preprint, submitted ​​2019. 
    Details 
  • 2019 Preprint
    ​ ​van der Wurp, Hendrik, Andreas H. Groll, Thomas Kneib, and Giampiero Marra​. "Generalised Joint Regression for Count Data with a Focus on Modelling Football Matches​." ​Preprint, submitted ​​2019. 
    Details 
  • 2019 Preprint
    ​ ​Hambuckers, Julien, and Thomas Kneib​. "Operational risk, uncertainty, and the economy: a smooth transition extreme value approach​." ​Preprint, submitted ​​2019. 
    Details 
  • 2019 Preprint
    ​ ​Wiemann, P., and Thomas Kneib​. "Using the Softplus Function to Construct Alternative Link Functions in Generalized Linear Models and Beyond​." ​Preprint, submitted ​​2019. 
    Details 
  • 2019 Preprint
    ​ ​Hohberg, M., F. Donat, G. Marra, and Thomas Kneib​. "Beyond unidimensional poverty analysis using distributional copula models for mixed ordered-continuous outcomes​." ​Preprint, submitted ​​2019. 
    Details 
  • 2019 Preprint
    ​ ​Voncken, Lieke, Thomas Kneib, Casper J Albers, Nikolaus Umlauf, and Marieke Timmerman​. "Bayesian Gaussian distributional regression models for more efficient norm estimation​." ​Preprint, submitted ​​2019. https://doi.org/10.31234/osf.io/7j8ym.
    Details  DOI 
  • 2019 Preprint
    ​ ​Gutleb, D. R., C. Roos, M. Heistermann, D. De Moor, Thomas Kneib, A. Noll, O. Schülke, and J. Ostner​. "A multi-locus genetic risk score modulates social buffering of HPA axis activity in wild male primates​." ​Preprint, submitted ​​2019. 
    Details 
  • 2019 Preprint
    ​ ​Stadlmann, S., and Thomas Kneib​. "distreg.vis: Interactively visualizing distributional regression models​." ​Preprint, submitted ​​2019. 
    Details 
  • 2018 Preprint
    ​ ​Hohberg, Maike, Peter Pütz, and Thomas Kneib​. "Generalized additive models for location, scale and shape for program evaluation: ​A guide to practice​." ​Preprint, submitted ​​2018. 
    Details 
  • 2018 Preprint
    ​ ​Säfken, Benjamin, David Rügamer, Thomas Kneib, and Sonja Greven​. "Conditional Model Selection in Mixed-Effects Models with cAIC4​." ​Preprint, submitted ​​2018. 
    Details  arXiv 
  • 2018 Preprint
    ​ ​Hambuckers, Julien, Andreas Groll, and Thomas Kneib​. "Understanding the Economic Determinants of the Severity of Operational Losses: A Regularized Generalized Pareto Regression Approach​." ​Preprint, submitted ​​2018. 
    Details 
  • 2018 Preprint
    ​ ​Herbst, H., A. Minnich, S. Herminghaus, Thomas Kneib, B. Wacker, and J. C. Schlüter​. "A Behavioral Economic Perspective on Demand Responsive Transportation​." ​Preprint, submitted ​​2018. 
    Details 
  • 2017 Preprint
    ​ ​Hambuckers, Julien, Thomas Kneib, R Langrock, and A. Silbersdorff​. "A Markov-Switching Generalized Additive Model for Compound Poisson Processes, with Applications to Operational Losses Models​." ​Preprint, submitted ​​2017. 
    Details 
  • 2017 Preprint
    ​ ​Adam, Timo, Andreas Mayr, and Thomas Kneib​. "Gradient boosting in Markov-switching generalized additive models for location, scale and shape​." ​Preprint, submitted ​​2017. 
    Details  arXiv 
  • 2017 Preprint
    ​ ​Mascarenhas, A., F. Marques, S. Silva, S. Gouveia, M. Alves, D. Virella, A. L. Papoila, Thomas Kneib, N. Klein, and M. T. Neto​. "Determinants of the Variability of Oxygen Saturation during the First Minutes of Life of Term Neonates​." ​Preprint, submitted ​​2017. 
    Details 
  • 2015 Preprint
    ​ ​Razen, A., W. Brunauer, N. Klein, Thomas Kneib, S. Lang, and N. Umlauf​. "Statistical risk analysis for real estate collateral valuation using Bayesian distributional and quantile regression​." ​Preprint, submitted ​​2015. 
    Details 
  • 2015 Preprint
    ​ ​März, A., N. Klein, Thomas Kneib, and O. Mußhoff​. "Intergenerational social mobility in the United States: A multivariate analysis using Bayesian distributional regression​." ​Preprint, submitted ​​2015. 
    Details 
  • 2014 Preprint
    ​ ​Hofner, Benjamin, Thomas Kneib, Wolfgang H. Hartl, and Helmut Kuchenho​. "Model Choice in Cox-Type Additive Hazard Regression Models with Time-Varying Effects​." ​Preprint, submitted ​​2014. 
    Details 
  • 2014 Preprint
    ​ ​Oelker, M. R., F. Sobotka, N. Klein, and Thomas Kneib​. "Semiparametric Mode Regression​." ​Preprint, submitted ​​2014. 
    Details 
  • 2013 Preprint
    ​ ​Mamouridis, Valeria, Nadja Klein, Thomas Kneib, Carmen Cadarso, and Francesc Maynou​. "Extended Additive Regression for Analysing LPUE Indices in Fishery Research​." ​Preprint, submitted ​​2013. 
    Details 
  • 2013 Preprint
    ​ ​Langrock, Roland, Thomas Kneib, A. Sohn, and Stacy DeRuiter​. "Nonparametric inference in hidden Markov models using P-splines​." ​Preprint, submitted ​​2013. 
    Details  arXiv 
  • 2013 Preprint
    ​ ​Langrock, Roland, Théo Michelot, Alexander Sohn, and Thomas Kneib​. "Semiparametric stochastic volatility modelling using penalized splines​." ​Preprint, submitted ​​2013. 
    Details  arXiv 
  • 2013 Preprint
    ​ ​Alvaro-Meca, A., H. Reulen, Thomas Kneib, L. Rodriguez-Gijon, A. Gil de Miguel, and S. Resino​. "Risk of hospital readmission and death among HIV infected patients with tuberculosis. A recurrent event analysis​." ​Preprint, submitted ​​2013. 
    Details 
  • 2012 Preprint
    ​ ​Sobotka, F., S. Schnabel, L. Schulze Waltrup, G. Kauermann, and Thomas Kneib​. "expectreg: An R Package for Expectile Regression​." ​Preprint, submitted ​​2012. 
    Details 
  • 2011 Preprint
    ​ ​Otto-Sobotka, Fabian, Thomas Kneib, Sabine Schnabel, and Paul Eilers​. "What to expect – an R vignette for expectreg​." ​Preprint, submitted ​​2011. 
    Details 
  • 2009 Preprint
    ​ ​Kneib, Thomas, and Sonja Greven​. "On the Behavior of Marginal and Conditional Akaike Information Criteria in Linear Mixed Models​." ​Preprint, submitted ​​2009. 
    Details 
  • 2009 Preprint
    ​ ​Kneib, Thomas​. "Mathematische Grundlagen der Angewandten Statistik​." ​Preprint, submitted ​​2009. 
    Details 
  • 2009 Preprint
    ​ ​Kneib, Thomas​. "Additive Quantile Regression for the Analysis of Childhood Malnutrition​." ​Preprint, submitted ​​2009. 
    Details 
  • 2009 Preprint
    ​ ​Kneib, Thomas​. "BayesX and INLA - Opponents or Partners?​." ​Preprint, submitted ​​2009. 
    Details 
  • 2008 Preprint
    ​ ​Hofner, Benjamin, Torsten Hothorn, and Thomas Kneib​. "CoxFlexBoost: Fitting Structured Survival Models​." ​Preprint, submitted ​​2008. 
    Details 
  • 2008 Preprint
    ​ ​Kneib, Thomas​. "Semiparametrische Multinomiale Logit-Modelle zur Markenwahl-Analyse​." ​Preprint, submitted ​​2008. 
    Details 
  • 2008 Preprint
    ​ ​Kneib, Thomas​. "Suchergebnisse Webergebnisse Zeitvariierende Effekte in Markenwahl-Modellen​." ​Preprint, submitted ​​2008. 
    Details 
  • 2008 Preprint
    ​ ​Kneib, Thomas​. "Time-varying Coe-cients in Brand Choice Modelling​." ​Preprint, submitted ​​2008. 
    Details 
  • 2008 Preprint
    ​ ​Kneib, Thomas​. "Bayesianische Regularisierung in semiparametrischen Regressionsmodellen​." ​Preprint, submitted ​​2008. 
    Details 
  • 2008 Preprint
    ​ ​Kneib, Thomas, Torsten Hothorn, and Gerhard Trutz​. "Boosting Geoadditive Regression Models​." ​Preprint, submitted ​​2008. 
    Details 
  • 2008 Preprint
    ​ ​Kneib, Thomas, and Torsten Hothorn​. "mboost - Componentwise Boosting for Generalised Regression Models​." ​Preprint, submitted ​​2008. 
    Details 
  • 2007 Preprint
    ​ ​Kneib, Thomas, and Andrea Hennerfeind​. "Semiparametric Event History Models for Analyzing Human Sleep Data​." ​Preprint, submitted ​​2007. 
    Details 
  • 2006 Preprint
    ​ ​Kneib, Thomas​. "Empirical Bayes Inference in Structured Hazard Regression​." ​Preprint, submitted ​​2006. 
    Details 
  • 2006 Preprint
    ​ ​Hennerfeind, Andrea, Ludwig Fahrmeir, and Thomas Kneib​. "Bayesian Structured Hazard Regression​." ​Preprint, submitted ​​2006. 
    Details 
  • 2006 Preprint
    ​ ​Kneib, Thomas​. "BayesX: Bayesianische Inferenz in strukturiert additiven Regressionsmodellen​." ​Preprint, submitted ​​2006. 
    Details 
  • 2005 Preprint
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir​. "Supplement to "Structured additive regression for categorical space-time data: A mixed model approach"​." ​Preprint, submitted ​​2005. 
    Details 
  • 2005 Preprint
    ​ ​Kneib, Thomas​. "Analysing geoadditive regression data: a mixed model approach​." ​Preprint, submitted ​​2005. 
    Details 
  • 2005 Preprint
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir​. "Gemischte Modelle zur Schatzung geoadditiver Regressionsmodelle​." ​Preprint, submitted ​​2005. 
    Details 
  • 2004 Preprint
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir​. "A mixed model approach for structured hazard regression​." ​Preprint, submitted ​​2004. https://doi.org/10.5282/ubm/epub.1770.
    Details  DOI 
  • 2004 Preprint
    ​ ​Kneib, Thomas, and Ludwig Fahrmeir​. "Structured additive regression for multicategorical space-time data: A mixed model approach​." ​Preprint, submitted ​​2004. https://doi.org/10.5282/ubm/epub.1748.
    Details  DOI 
  • 2004 Preprint
    ​ ​Kneib, Thomas​. "Modelling geoadditive survival data​." ​Preprint, submitted ​​2004. 
    Details 
  • 2004 Preprint
    ​ ​Kneib, Thomas, Ludwig Fahrmeir, and Stefan Lang​. "A general mixed model approach for spatio-temporal regression data​." ​Preprint, submitted ​​2004. 
    Details 
  • 2004 Preprint
    ​ ​Kneib, Thomas​. "Penalized structured additive regression for multicategorical space-time data​." ​Preprint, submitted ​​2004. 
    Details 

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