Diplom-Statistiker (Univ.) Benjamin Hofner
|
|
Wissenschaftlicher Mitarbeiter am
Institut für Medizininformatik, Biometrie
und Epidemiologie (IMBE), Erlangen
Mitarbeiter im DFG-Projekt
Ensemble-Methoden zur Verbesserung von Modellen für
Regressionsprobleme mit stetigen und zensierten Zielgrößen
News
New Release: gamboostLSS -- Boosting Methods for GAMLSS models,
R package version 1.0-3 now available on
CRAN.
(Benjamin Hofner, Andreas Mayr, Nora Fenske, and Matthias Schmid)
Update: mboost -- Model-Based Boosting (2.1-x series),
R package version 2.1-0 now available on
CRAN.
(Torsten Hothorn, Peter Bühlmann, Thomas Kneib, Matthias Schmid, and Benjamin Hofner)
Just Accepted:
A. Mayr, B. Hofner, and M. Schmid (2012).
"The importance of knowing when to stop - a sequential stopping rule for component-wise gradient boosting".
Methods of Information in Medicine, accepted [2012-01-26].
B. Hofner, J. Müller, and T. Hothorn (2011).
"Monotonicity-Constrained Species Distribution Models".
Ecology, 92:1895-1901.
(Abstract,
PDF, Supplements)
A. Mayr, N. Fenske, B. Hofner, T. Kneib, M. Schmid (2012).
"GAMLSS for high-dimensional data - a flexible approach based on
boosting." Journal of
the Royal Statistical Society, Series C (Applied Statistics),
Early View.
(Abstract,
PDF)
- Dedicated software package: gamboostLSS now available on
CRAN.
B. Hofner, T. Hothorn, T. Kneib, M. Schmid (2011). "A
Framework for Unbiased Model Selection Based on Boosting".
Journal of
Computational and Graphical Statistics, 20: 956-971.
(Abstract,
PDF,
Supplements)
|
Kontakt / Contact
Dipl.-Stat. Benjamin Hofner
Phone:
+49 - 9131 - 85 22707
Postal Address:
see Institutional Homepage
|
|
