Andreas Gleiss, PhD
Center for Medical Data Science (Institute of Clinical Biometrics)
Position: Consultant
ORCID: 0000-0001-8010-7665
T +43 1 40400 - 66830
andreas.gleiss@meduniwien.ac.at
Keywords
Biostatistics
Research group(s)
- Biometrical consulting
Head: Georg Heinze
Research Area: Our biometrical consulting service supports clinical research at the Medical University of Vienna. All biostatistical aspects of study planning, preparation of study protocol, and data analysis can be discussed. See our website for details.
Members:
Research interests
- Clinical collaborations
- Explained variation, reference curve estimation, zero inflation
Techniques, methods & infrastructure
Clinical collaborations: Survival analysis, mixed models, regression models
Explained variation: Schemper-Henderson measure, degrees of necessity and of sufficiency
Reference curve estimation: generalized additive models for location scale and shape (GAMLSS)
Zero inflation: one-part tests, two-part tests, left-inflated mixture model
Selected publications
- Gleiss, A., Henderson, R. and Schemper, M. (2021) ‘Degrees of necessity and of sufficiency: Further results and extensions, with an application to covid‐19 mortality in Austria’, Statistics in Medicine, 40(14), pp. 3352–3366. Available at: http://dx.doi.org/10.1002/sim.8961.
- Gleiss, A. and Schemper, M. (2019) ‘Quantifying degrees of necessity and of sufficiency in cause‐effect relationships with dichotomous and survival outcomes’, Statistics in Medicine, 38(23), pp. 4733–4748. Available at: http://dx.doi.org/10.1002/sim.8331.
- Gleiss, A. et al., 2015. Two-group comparisons of zero-inflated intensity values: the choice of test statistic matters. Bioinformatics, 31(14), pp.2310–2317. Available at: http://dx.doi.org/10.1093/bioinformatics/btv154.
- Heber, S. et al. (2019) ‘Effects of high-intensity interval training on platelet function in cardiac rehabilitation: a randomised controlled trial’, Heart, 106(1), pp. 69–79. Available at: http://dx.doi.org/10.1136/heartjnl-2019-315130.
- Gleiss, A. et al., 2013. Austrian height and body proportion references for children aged 4 to under 19 years. Annals of Human Biology, 40(4), pp.324–332. Available at: http://dx.doi.org/10.3109/03014460.2013.776110.