Biography:Michael Schemper
Michael Schemper | |
|---|---|
 | |
| Occupation | Biostatistician and academic |
| Academic background | |
| Education | M.Sc., Statistics Ph.D., Statistics |
| Alma mater | Vienna University |
| Academic work | |
| Institutions | Medical University of Vienna |
Michael Schemper is a biostatistician and an academic, serving as professor emeritus at the Medical University of Vienna.
Schemper's research focuses on nonparametric estimation and testing methods, survival analysis, and particularly Cox regression models, logistic regression models, and explained variation in statistical models. He has been awarded Lifetime Honorary Memberships by both the International Society for Clinical Biostatistics (ISCB) and the Austro-Swiss Region (ROeS) of the International Biometric Society (IBS). According to Google Scholar, his work has been cited more than 21,000 times.
Education
Schemper studied statistics at the Vienna University from 1972 to 1977, earning an M.Sc. degree in 1976 and a Ph.D. in 1977. He later completed his Habilitation in Medical Statistics and Documentation at Vienna University in 1985.[1]
Career
Schemper's academic career started as a biostatistician in 1977 and as an associate professor from 1985 at the (former) Medical Faculty of Vienna University. He was a visiting associate professor at the University of Texas in Houston, where he remained from 1987 to 1988. In 1991, he became a professor of clinical biostatistics at the Medical University of Vienna,[1] and later became an emeritus professor there.[2] In 1991, he founded the Institute of Clinical Biometrics at the Medical University of Vienna and remained its head until 2015.[3]
Research
Schemper has authored more than 300 publications, which have collectively received over 21,000 citations. His work spans both the application of statistics in medical research and the development of biostatistical methods.[4] His research has focused on quantifying the variation in outcomes explained by prognostic factors,[5] contributing conceptually to understanding the degrees of necessity and sufficiency of such factors in outcome modeling.[6] His methodological work has addressed the analysis of survival data under non-proportional hazards[7] and the development of solutions to the monotone likelihood problem in risk (Cox) regression.[8] He has also examined residuals in survival analysis[9] and the quantification of follow-up in studies of failure time.[10] In addition, his work includes the development of statistical methods for assessing the correlation between bivariate failure times under censoring,[11] as well as contributions to the treatment of missing data in regression analysis[12] and to nonparametric estimation and testing in survival analysis.[13]
Awards and honors
- 2016 – Honorary lifetime membership, International Society for Clinical Biostatistics[14]
- 2023 – Honorary lifetime membership, Austro-Swiss Region of the International Biometric Society (ROeS)[15]
Selected articles
- Mittlböck, Martina; Schemper, Michael (1996). "Explained Variation for Logistic Regression" (in en). Statistics in Medicine 15 (19): 1987–1997. doi:10.1002/(SICI)1097-0258(19961015)15:19<1987::AID-SIM318>3.0.CO;2-9. ISSN 1097-0258.
- Schemper, Michael; Smith, Terry L. (1996). "A note on quantifying follow-up in studies of failure time". Controlled Clinical Trials 17 (4): 343–346. doi:10.1016/0197-2456(96)00075-X. ISSN 0197-2456. PMID 8889347.
- Schemper, Michael; Heinze, Georg (1997). "Probability Imputation Revisited for Prognostic Factor Studies" (in en). Statistics in Medicine 16 (1): 73–80. doi:10.1002/(SICI)1097-0258(19970115)16:1<73::AID-SIM472>3.0.CO;2-Z. ISSN 1097-0258.
- Schemper, Michael; Henderson, Robin (2000). "Predictive Accuracy and Explained Variation in Cox Regression". Biometrics 56 (1): 249-255. doi:10.1111/j.0006-341X.2000.00249.x.
- Heinze, Georg; Schemper, Michael (2002). "A solution to the problem of separation in logistic regression" (in en). Statistics in Medicine 21 (16): 2409–2419. doi:10.1002/sim.1047. ISSN 1097-0258. PMID 12210625.
- Heinze, Georg; Gnant, Michael; Schemper, Michael (2003). "Exact log-rank tests for unequal follow-up". Biometrics 59 (4): 1151–1157. doi:10.1111/j.0006-341x.2003.00132.x. ISSN 0006-341X.
- Schemper, Michael (2003). "Predictive accuracy and explained variation" (in en). Statistics in Medicine 22 (14): 2299–2308. doi:10.1002/sim.1486. ISSN 1097-0258.
- Wakounig, Samo; Heinze, Georg; Schemper, Michael (2015). "Non-parametric estimation of relative risk in survival and associated tests" (in EN). Statistical Methods in Medical Research 24 (6): 856–870. doi:10.1177/0962280211431022. ISSN 0962-2802.
- Gleiss, Andreas; Schemper, Michael (2019). "Quantifying degrees of necessity and of sufficiency in cause-effect relationships with dichotomous and survival outcomes" (in en). Statistics in Medicine 38 (23): 4733–4748. doi:10.1002/sim.8331. ISSN 1097-0258. PMID 31386230.
- Gleiss, Andreas; Henderson, Robin; Schemper, Michael (2021). "Degrees of necessity and of sufficiency: Further results and extensions, with an application to covid-19 mortality in Austria" (in en). Statistics in Medicine 40 (14): 3352–3366. doi:10.1002/sim.8961. ISSN 1097-0258. PMID 33942333.
References
- ↑ 1.0 1.1 "Michael Schemper". https://researcherprofiles.meduniwien.ac.at/backend/db_files/cv_661_678197f2c37f6.pdf.
- ↑ "Michael Schemper, PhD" (in en). https://www.meduniwien.ac.at/web/en/forschung/researcher-profiles/researcher-profiles/detail/?res=michael_schemper&cHash=6e87babade3fb7d61d3f1eb0e2ee2b5c.
- ↑ "Institute of Clinical Biometrics" (in en). https://data-science.meduniwien.ac.at/en/institutes/clinical-biometrics/.
- ↑ "Michael Schemper - Google Scholar". https://scholar.google.com/citations?user=2GXL2AIAAAAJ&hl=de.
- ↑ Momesso, Denise P.; Tuttle, R. Michael (June 2014). "Update on Differentiated Thyroid Cancer Staging". Endocrinology and Metabolism Clinics of North America 43 (2): 401–421. doi:10.1016/j.ecl.2014.02.010. PMID 24891169.
- ↑ Heber, Stefan; Pereyra, David; Schrottmaier, Waltraud C.; Kammerer, Kerstin; Santol, Jonas; Rumpf, Benedikt; Pawelka, Erich; Hanna, Markus et al. (24 January 2022). "A Model Predicting Mortality of Hospitalized Covid-19 Patients Four Days After Admission: Development, Internal and Temporal-External Validation". Frontiers in Cellular and Infection Microbiology 11. doi:10.3389/fcimb.2021.795026.
- ↑ Bender, Ralf; Augustin, Thomas; Blettner, Maria (15 June 2005). "Generating survival times to simulate Cox proportional hazards models". Statistics in Medicine 24 (11): 1713–1723. doi:10.1002/sim.2059. ISSN 0277-6715. PMID 15724232.
- ↑ Huang, Alexander C.; Orlowski, Robert J.; Xu, Xiaowei; Mick, Rosemarie; George, Sangeeth M.; Yan, Patrick K.; Manne, Sasikanth; Kraya, Adam A. et al. (March 2019). "A single dose of neoadjuvant PD-1 blockade predicts clinical outcomes in resectable melanoma". Nature Medicine 25 (3): 454–461. doi:10.1038/s41591-019-0357-y. ISSN 1546-170X. PMID 30804515.
- ↑ Farcomeni, Alessio; Ventura, Laura (April 2012). "An overview of robust methods in medical research". Statistical Methods in Medical Research 21 (2): 111–133. doi:10.1177/0962280210385865. ISSN 1477-0334. PMID 20974666.
- ↑ Ranstam, Jonas; Kärrholm, Johan; Pulkkinen, Pekka; Mäkelä, Keijo; Espehaug, Birgitte; Pedersen, Alma Becic; Mehnert, Frank; Furnes, Ove (1 June 2011). "Statistical analysis of arthroplasty data: II. Guidelines". Acta Orthopaedica 82 (3): 258–267. doi:10.3109/17453674.2011.588863. ISSN 1745-3674. PMC 3235302. https://www.tandfonline.com/doi/full/10.3109/17453674.2011.588863#d1e479.
- ↑ Ahluwalia, Manmeet S.; Reardon, David A.; Abad, Ajay P.; Curry, William T.; Wong, Eric T.; Figel, Sheila A.; Mechtler, Laszlo L.; Peereboom, David M. et al. (1 March 2023). "Phase IIa Study of SurVaxM Plus Adjuvant Temozolomide for Newly Diagnosed Glioblastoma". Journal of Clinical Oncology: Official Journal of the American Society of Clinical Oncology 41 (7): 1453–1465. doi:10.1200/JCO.22.00996. ISSN 1527-7755. PMID 36521103.
- ↑ Kayembe, Mutamba T.; Jolani, Shahab; Tan, Frans E. S.; van Breukelen, Gerard J. P. (2020). "Imputation of missing covariate in randomized controlled trials with a continuous outcome: Scoping review and new results" (in en). Pharmaceutical Statistics 19 (6): 840–860. doi:10.1002/pst.2041. ISSN 1539-1612. PMID 32510791. PMC 7687108. https://onlinelibrary.wiley.com/doi/full/10.1002/pst.2041.
- ↑ Arboretti, Rosa; Fontana, Roberto; Pesarin, Fortunato; Salmaso, Luigi (December 2018). "Nonparametric combination tests for comparing two survival curves with informative and non-informative censoring". Statistical Methods in Medical Research 27 (12): 3739–3769. doi:10.1177/0962280217710836. ISSN 1477-0334. PMID 28656794.
- ↑ "Honorary Members". https://iscb.international/honorary-members/.
- ↑ "Bulletin of the Austro-Swiss Region of the International Biometric Society". https://s8e5832b678ba2cdf.jimcontent.com/download/version/1729853036/module/16887192324/name/RoesNachr60.pdf.
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