IZKF-Project J49

IZKF

Head of Department:
Prof. Dr. med. André Reis

Extending statistical boosting algorithms for biomedical research

This project aims to extend statistical ‘beyond the mean’ boosting algorithms for particular biomedical research questions: The main topics are (1) the development of methods to compute confidence intervals and to assess significance, (2) the development of specific loss functions to optimize point predictions and prediction intervals for biomedical forecasting and (3) the extension of multi-dimensional boosting algorithms for joint modelling of multiple endpoints in clinical studies.

Dr. Andreas Mayr
phone: +49 9131 85-25739
fax: +49 9131 85-25740
e-mail: andreas.mayr@imbe.med.uni-erlangen.de
business card
 
Term

01.04.2015 - 30.09.2017

Project Manager

Dr. Andreas Mayr

Department of Medical Informatics, Biometry and Epidemiology

 
 
 
 
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Summary