Prof. Dr. Thomas Kneib

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

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