with contributions by supported by (2008)
Christiane Belitz, Ludwig Fahrmeir, Leo Held, Andrea Hennerfeind, German Science Foundation, Manuela Hummel, ...
developed at developed by
Bayesian Semiparametric Multi-State Models (2006)
Kneib, Thomas, Hennerfeind, Andrea
Multi-state models provide a unified framework for the description of the evolution of discrete phenomena in continuous time. One particular example are Markov processes which can be characterised by...
A Bayesian geoadditive relative survival analysis of registry data on breast cancer mortality (2006)
Hennerfeind, Andrea, Held, Leonhard
In this paper we develop a so called relative survival analysis, that is used to model the excess risk of a certain subpopulation relative to the natural mortality risk, i.e. the base risk that is...
Geoadditive survival models (2005)
Hennerfeind, Andrea, Brezger, Andreas, Fahrmeir, Ludwig
Survival data often contain small-area geographical or spatial information, such as the residence of individuals. In many cases the impact of such spatial effects on hazard rates is of considerable...
Geoadditive Survival Models: A Supplement (2005)
Hennerfeind, Andrea, Brezger, Andreas, Fahrmeir, Ludwig
This technical report supplements the paper Geoadditive Survival Models (Hennerfeind, Brezger and Fahrmeir, 2005, Revised for JASA). In particular, we describe the simulation study of this paper in...
Adaptive Gaussian Markov Random Fields with Applications in Human Brain Mapping (2005)
Brezger, Andreas, Fahrmeir, Ludwig, Hennerfeind, Andrea
Functional magnetic resonance imaging (fMRI) has become the standard technology in human brain mapping. Analyses of the massive spatio-temporal fMRI data sets often focus on parametric or...
Bayesian mapping of brain regions using compound Markov random field priors (2003)
Fahrmeir, Ludwig, Gössl, Christoff, Hennerfeind, Andrea
Human brain mapping, i.e. the detection of functional regions and their connections, has experienced enormous progress through the use of functional magnetic resonance imaging (fMRI). The massive...
Geoadditive survival models (2003)
Hennerfeind, Andrea, Brezger, Andreas, Fahrmeir, Ludwig
Survival data often contain geographical or spatial information, such as the residence of individuals. We propose geoadditive survival models for analyzing spatial effects jointly with possibly...
Nonparametric Bayesian hazard rate models based on penalized splines (2003)
Fahrmeir, Ludwig, Hennerfeind, Andrea
Extensions of the traditional Cox proportional hazard model, concerning the following features are often desirable in applications: Simultaneous nonparametric estimation of baseline hazard and usual...