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Humboldt-Universität zu Berlin - Emmy Noether Research Group

Working Papers

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2020

A Unified Network Architecture for Semi-Structured Deep Distributional Regression
Rügamer, D, Kolb, C, and Klein, N
ArXiv:2002.05777.
Deep Distributional Time Series Models and the Probabilistic Forecasting of Intraday Electricity Prices
Klein, N, Smith, MS, and Nott, DJ
ArXiv:2010.01844.
Specification Testing in Functional Quantile Regression Models with an Application to Income Differences in Germany
Kutzker, T, Klein, N, and Wied, D
https://wisostat.uni-koeln.de/sites/statistik/Dominik_Wied/Kutzker_Klein_Wied_2020.pdf.

2019

Assessment and adjustment of approximate inference algorithms using the law of total variance
Yu, X, Nott, DJ, Tran, M, and Klein, N
ArXiv:1911.08725.
In Search of Lost Edges: A Case Study on Reconstructing Financial Networks
Lebacher, M, Cook, S, Klein, N, and Kauermann, G
ArXiv:1909.01274.
Multivariate Conditional Transformation Models
Klein, N, Hothorn, T, and Kneib, T
ArXiv:1906.03151.
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)
Umlauf, N, Klein, N, Simon, T, and Zeileis, A
ArXiv:1909.11784.