Books & Book Chapters

2026

• Handbook of Bayesian Deep Learning pdf

  C. Agostinelli, L. Aitchison, E. Aldea, ... , C. Hoffman, N. Klein, ...
  Chapter 39: Last-layer inference, pages 427-442.
  Forthcoming from CRC Press, 2026

2024

• Intergenerational social mobility in the United States: A multivariate analysis using distributional regression pdf

  A. März, N. Klein, T. Kneib and O. Mußhoff
  In: Advanced Statistical Methods in Process Monitoring, Finance, and Environmental Science: Essays in Honour of Wolfgang Schmid, pages 295-335. Springer Nature Switzerland, 2024

• Generalized Additive Models for Location, Scale and Shape - A Distributional Regression Approach, with Applications pdf

  M. Stasinopoulos, T. Kneib, N. Klein, A. Mayr and G. Heller
  Cambridge University Press, 1st edition, 2024

2023

• Young Scientists pdf

  Die Junge Akademie and M. Holzapfel
  Hanser Literaturverlage, 1st edition, 2023

2020

• Bayesian mixed binary-continuous copula regression with an application to childhood undernutrition pdf

  N. Klein, T. Kneib, G. Marra and R. Radice
  In: Flexible Bayesian Regression Modelling, pages 121–152. Academic Press, 2020

2015

• Hedonic house price modeling based on multilevel structured additive regression pdf

  A. Razen, W. Brunauer, N. Klein, S. Lang and N. Umlauf
  In: Computational Approaches for Urban Environments, pages 97-122. Springer International Publishing, 2015