Book Chapters

  1. März, A., Klein, N., Kneib, T. and Mußhoff, O. (2024)
    Intergenerational social mobility in the United States: A multivariate analysis using Bayesian distributional regression In: Knoth, S., Okhrin, Y. and Otto, P. (eds.): Advanced Statistical Methods in Process Monitoring, Finance, and Environmental Science
    Springer
  2. Kneib, T. and Bergherr, E. (2023)
    Verteilungsregression
    In: Gertheiss, J., Schmid, M. and Spindler, M. (eds.): Moderne Verfahren der Angewandten Statistik
    Springer
  3. Otto-Sobotka, F., Mirkov, R., Hofner, B. and Kneib, T. (2021)
    Modelling flow in gas transmission networks using shape-constrained expectile regression
    In: Daouia, A. and Ruiz-Gazen, A. (eds.): Advances in Contemporary Statistics and Econometrics - Festschrift in Honor of Christine Thomas-Agnan
    Springer
  4. Wiemann, P., Kneib, T. and Wagner, H. (2021)
    Effect Selection and Regularization in Structured Additive Distributional Regression
    In: Tadesse, M. and Vannucci, M. (eds.): Handbook of Bayesian Variable Selection
    Chapman & Hall / CRC
  5. Klein, N., Kneib, T., Marra, G., Radice, R. (2019)
    Bayesian Mixed Binary-Continuous Copula Regression with an Application to Childhood Undernutrition
    In: Dortet-Bernadet, J.-L., Fan, Y., Nott, D. and Smith, M. (eds.): Flexible Bayesian regression modelling
    Elsevier
  6. Hohberg, M., Silbersdorff, A. and Kneib, T. (2019)
    Mehr als Durchschnittsstatistik - Eine kritische Einführung in Regressionsmethoden jenseits des Mittelwertes
    In: Petersen, D. J., Willers, D., Schmitt, E. M., Birnbaum, R., Meyerhoff, J. H. E., Gießler, S. and Roth, B. (eds.): Perspektiven einer pluralen Ökonomik
    Springer VS
  7. Konrath, S., Kneib, T. and Fahrmeir, L. (2013)
    Bayesian Smoothing, Shrinkage and Variable Selection in Hazard Regression
    In: Becker, C., Fried, R. and Kuhnt, S. (eds.) Robustness and Complex Data Structures. Festschrift in Honour of Ursula Gather
    Physica
    Preliminary version: Department of Statistics, Technical Report No. 35
  8. Fahrmeir, L., Kneib, T. and Lang, S. (2013)
    Bayesian Multilevel Models
    In: Simonoff, J., Scott, M. A. and Marx, B. P. (eds.) The SAGE Handbook of Multilevel Modeling
    SAGE
  9. Kneib, T. and Fahrmeir, L. (2011)
    A Space-Time Study on Forest Health.
    In: Chandler, R. E. and Scott, M. (eds.) Statistical Methods for Trend Detection and Analysis in the Environmental Sciences
    Wiley.
  10. Kneib, T., Brezger, A., and Crainiceanu, C. M. (2010)
    Generalized Semiparametric Regression Models with Nonparametric Effects of Covariates Measured with Error
    In: Kneib, T. and Tutz, G. (eds.) Statistical Modelling and Regression Structures - Festschrift in the Honour of Ludwig Fahrmeir
    Physica
  11. Kneib, T. (2010)
    Exploratory Data Analysis
    In: Leidl, R and Hartmann, A. (eds.) Modern Comutational Science 2010
    Oldenburg University Press
  12. Kneib, T. (2010)
    Semiparametric Regression
    In: Leidl, R and Hartmann, A. (eds.) Modern Comutational Science 2010
    Oldenburg University Press
  13. Kneib, T. (2009)
    Exploratory Data Analysis
    In: Leidl, R and Hartmann, A. (eds.) Modern Comutational Science 2009
    Oldenburg University Press
  14. Fahrmeir, L. and Kneib, T. (2008)
    On the Identification of Trend and Correlation in Temporal and Spatial Regression
    In: Shalab and Heumann, C. (eds.) Recent Advances in Linear Models and Related Areas
    Springer