1 citations · 1 across the 2 of their papers we have counts for
3 papers
Additive Density Regression
Eva-Maria Maier, Alexander Fottner, Sonja Greven +1
We present a structured additive regression approach to model conditional densities given scalar covariates, where only samples of the conditional distributions are observed. This…
Regression in quotient metric spaces with a focus on elastic curves
Lisa Steyer, Almond Stöcker, Sonja Greven
We propose regression models for curve-valued responses in two or more dimensions, where only the image but not the parametrization of the curves is of interest. Examples of such d…
A Bayesian Time-Varying Autoregressive Model for Improved Short- and Long-Term Prediction
Christoph Berninger, Almond Stöcker, David Rügamer
Motivated by the application to German interest rates, we propose a timevarying autoregressive model for short and long term prediction of time series that exhibit a temporary non-…