Working papers

2021

2020

• [23] Yashree Mehta and Bernhard Bruemmer (05/2020)
  Efficiency aggregation in Stochastic Frontier Analysis with Hierarchical Data

2019

• [22] Elmar Spiegel, Fabian Sobotka and Thomas Kneib (10/2019)
  Generalized Additive Models with Flexible Response Functions
  Supplement Material A
  Supplement Material B

2018

• [21] Elmar Spiegel, Fabian Sobotka and Thomas Kneib (12/2018)
  Spatio-Temporal Expectile Regression Models
  Temperatur Table
  Supplement Material
  Supplement Material (zip)

2017

• [20] Maike Hohberg, Peter Pütz and Thomas Kneib (10/2017)
  Treatment Effects Beyond the Mean: A Practical Guide Using Distributional Regression
  Software Code
  Link to AER for data download
• [19] Simone Maxand (09/2017)
  Identification of independent structural shocks in the presence of multiple Gaussian components
• [18] Norbert Hirschauer, Sven Grüner, Oliver Mußhoff, Claudia Becker (07/2017)
  Pitfalls of significance testing and p-value variability - implications for statistical inference
• [17] Elmar Spiegel (07/2017)
  Spatio Temporal Expectile Regession Models
  Supplementary Material (zip)
• [16] Elmar Spiegel, Fabian Sobotka and Thomas Kneib (07/2017)
  Model Selection in Semiparametric Expectile Regression
  Supplement Material
  Supplement Application (zip)
• [15] Alexander Silbersdorff (03/2017)
  Assessing the Fit of Conditional Distributions derived by Bayesian Structured Additive Distributional Regression
• [14] Hauke Thaden (02/2017)
  General Multivariate Effect Priors in Recursive Bivariate Gaussian Models

2016

• [13] Maike Hohberg, Katja Landau, Thomas Kneib, Stephan Klasen, Walter Zucchini (11/2016)
  Enhancing predictive performance of vulnerability to poverty estimates
• [12] Julien Hambuckers, Thomas Kneib, Robert Langrock, Alexander Sohn (09/2016)
  A Markov-switching Generalized additive model for compound Poisson processes, with applications to operational losses models
• [11] Alexander Sohn, Julia Lynch, Stephan Klasen and Thomas Kneib (10/2016)
  Considering the Income-Illness Relation
  Focussing on the Lower End of Conditional Health Distributions using Structured Additive Distributional Regression
• [10] Alexander Sohn (09/2016)
  Juvenile Scars and Future Inequality
  Assessing the Impact of Youth Unemployment on Earnings Inequality in Germany using Structured Additive Distributional Regression
• [9] Alexander Sohn (07/2016)
  The Gender Earnings Rift Assessing Hourly Earnings Distributions of Males and Females using Structured Additive Distributional Regression
• [8] Steffen Unkel (05/2016)
  On the shape of the cross-ratio function in bivariate survival models induced by truncated and folded normal frailty distributions
• [7] Steffen Unkel (03/2016)
  On the conditional probability for assessing time dependence of association in shared frailty models with bivariate current status data
• [6] Peter Pütz, Thomas Kneib (03/2016)
  A Penalized Spline Estimator For Fixed Effects Panel Data Models
  Online Supplement
  R Package pamfe_0.1.tar (source package)

2015

• [5] Alexander Sohn (09/2015) see revised version [9]
  Beyond Conventional Wage Discrimination Analysis
• [4] Alexander März, Nadja Klein, Thomas Kneib & Oliver Mußhoff (11/2015)
  Intergenerational Social Mobility In The United States: A Multivariate Analysis Using Bayesian Distributional Regression
• [3] Margret-Ruth Oelker, Fabian Sobotka, Nadja Klein & Thomas Kneib (04/2015)
  Semiparametric Mode Regression
• [2] Elisabeth Waldmann, Fabian Sobotka & Thomas Kneib (04/2015)
  Bayesian Regularisation in Geoadditive Expectile Regression
• [1] Holger Reulen & Thomas Kneib (04/2015)
  Structured Fusion Lasso Penalised Multi-state Models