Manuel Wiesenfarth
Wissenschaftlicher Mitarbeiter / Doktorand
Wilhelm-Weber-Str. 2
Raum 1.101
Tel.: +49 (0)551 39 20025
Fax: +49 (0)551-39 14059
Email: mwiesen at uni-goettingen.de
Veröffentlichungen
- Wiesenfarth, M., Krivobokova, T., Klasen, S., Sperlich, S. (2012) Direct Simultaneous Inference in Additive Models and its Application to Model Undernutrition. Journal of the American Statistical Association, accepted. Preprint
- Wiesenfarth, M., Hisgen, C. M., Kneib, T. and Cadarso-Suarez, C. (2012). Bayesian
Nonparametric Instrumental Variable Regression based on Penalized Splines and
Dirichlet Process Mixtures. Working Paper.
- Wiesenfarth, M., Kneib, T. (2010). Bayesian Geoadditive Sample Selection Models. Journal of the Royal Statistical Society: Series C (Applied Statistics), 59(3): 381-404. / Preprint
Software
- AdaptFitOS: R package that accompanies the paper "Direct Simultaneous Inference in Additive Models and its Application to Model Undernutrition". Fits semiparametric regression models with spatially adaptive penalized splines and computes simultaneous confidence bands. Windows binary / on cran.r-project.org
- bayesSampleSelection: R package including the functions to compute the sample selection model described in the paper "Bayesian Geoadditive Sample Selection Models". Note that this is a very preliminary version of the package that might be subject to major changes. Makes use of various packages such as BayesX depending on the complexity of the model. Windows binary