Submitted Papers & Preprints
- Seufert, J. D., Python, A., Weißer, C., Cisneros, E., Kis-Katos, K. and Kneib, T. (2021)
Mapping ex-ante spatial risks of COVID-19 in Indonesia using a Bayesian geostatistical model on airport network data - Marques, I., Kneib, T. and Klein, N.(2021) A multivariate Gaussian random field prior against spatial confounding
- Dorn, F., Maxand, S. and Kneib, T. (2021)
The dependence between income inequality and carbon emissions: A distributional copula analysis - Carlan, M., Kneib, T. and Klein, N. (2021)
Bayesian Conditional Transformation Models - Kneib, T., Silbersdorff, A. and Säfken, B. (2020)
Rage Against the Mean - A Review of Distributional Regression Approaches - Weisser, C., Lenel, F., Lu, Y., Kis-Katos, K. and Kneib, T. (2020)
Machine learning approaches for the daily classification of solar panel users with high frequency power usage data for default prediction - Martins, R., de Sousa, B., Kneib, T., Hohberg, M., Klein, N., Rodrigues, V. and Duarte, E. (2020)
Is age at menopause increasing? - Comparison of imputation methods to handle missing values - Otto-Sobotka, F., Mirkov, R., Hofner, B. and Kneib, T. (2020)
Modelling flow in gas transmission networks using shape-constrained expectile regression - Wiemann, P., Kneib, T. and Wagner, H. (2020)
Effect Selection and Regularization in Structured Additive Distributional Regression - Wiemann, P., Klein, N. and Kneib, T. (2020)
Correcting for Sample Selection Bias in Bayesian Distributional Regression Models - Marques, I., Kneib, T. and Klein, N. (2020)
Non-stationary wrapped Gaussian spatial response model - Schmid, R., Kneib, T. and Ritz, A.(2020)
Analytic expressions for the Cumulative Distribution Function of the Composed Error Term in Stochastic Frontier Analysis with Truncated Normal and Exponential Inefficiencies - Wacker, B., Kneib, T. and Schlüter, J. (2020)
On Existence and Uniqueness of Maximum Log-Likelihood Parameter Estimation for Two-Parameter Weibull Distributions - Seebaß, J. V., Schlüter, J. C., Wacker, B. and Kneib, T. (2020)
Application of an additive structured copula regression on the joint wind speed and wind direction distribution - Wiemann, P. and Kneib, T. (2019)
Using the Softplus Function to Construct Alternative Link Functions in Generalized Linear Models and Beyond - Hohberg, M., Donat, F., Marra, G. and Kneib, T. (2019)
Beyond unidimensional poverty analysis using distributional copula models for mixed ordered-continuous outcomes - Gutleb, D. R., Roos, C., Heistermann, M., De Moor, D., Kneib, T., Noll, A., Schülke, O. and Ostner, J. (2019)
A multi-locus genetic risk score modulates social buffering of HPA axis activity in wild male primates - Herbst, H., Minnich, A., Herminghaus, S., Kneib, T., Wacker, B. and Schlüter, J. C. (2018)
A Behavioral Economic Perspective on Demand Responsive Transportation - Adam, T., Mayr, A. and Kneib, T. (2018)
Gradient boosting in Markov-switching generalized additive models for location, scale and shape - Mascarenhas, A., Marques, F., Silva, S., Gouveia, S., Alves, M., Virella, D., Papoila, A. L., Kneib, T., Klein, N. and Neto, M. T. (2017)
Determinants of the Variability of Oxygen Saturation during the First Minutes of Life of Term Neonates - Razen, A., Brunauer, W., Klein, N., Kneib, T., Lang, S. and Umlauf, N. (2015)
Statistical risk analysis for real estate collateral valuation using Bayesian distributional and quantile regression - März, A., Klein, N., Kneib, T. and Mußhoff, O. (2015)
Intergenerational social mobility in the United States: A multivariate analysis using Bayesian distributional regression - Oelker, M. R., Sobotka, F., Klein, N. and Kneib, T. (2014)
Semiparametric Mode Regression - Alvaro-Meca, A., Reulen, H., Kneib, T., Rodriguez-Gijon, L., Gil de Miguel, A. and Resino, S. (2013)
Risk of hospital readmission and death among HIV infected patients with tuberculosis. A recurrent event analysis - Sobotka, F., Schnabel, S., Schulze Waltrup, L., Kauermann, G. and Kneib, T. (2012)
expectreg: An R Package for Expectile Regression