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07/18/2022
Boosting Multivariate Structured Additive Distributional Regression Models
We develop a model-based boosting approach for multivariate distribution...
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02/03/2022
Deselection of Base-Learners for Statistical Boosting – with an Application to Distributional Regression
We present a new procedure for enhanced variable selection for component...
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09/06/2021
Estimating the course of the COVID-19 pandemic in Germany via spline-based hierarchical modelling of death counts
The effective reproduction number is a key figure to monitor the course ...
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05/03/2021
A Metropolized adaptive subspace algorithm for high-dimensional Bayesian variable selection
A simple and efficient adaptive Markov Chain Monte Carlo (MCMC) method, ...
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11/04/2020
Estimating the evolution of effective infection fatality rates during the course of the COVID-19 pandemic in Germany
Several seroprevalence studies have been or are currently conducted in o...
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04/17/2019