基本信息
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Career Trajectory
Bio
Diploma in Statistics, University of Dortmund 1978-1986。
Postgraduate Research Assistant, University of Dortmund 1987-1987 。 Assistant in Teaching and Research University of Dortmund 1987-1991。
Research Topics
Time to event data analysis
Statistics for high-dimensional covariate space
Clinical statistics
Selected publications
Döhner H, Stilgenbauer S, Benner A, Leupolt E, Kröber A, Bullinger L, Döhner K, Bentz M, Lichter P. Genomic aberrations and survival in chronic lymphocytic leukemia. N Engl J Med. 2000; 343:1910-1916.
Bender R, Benner A. Calculating ordinal regression models in SAS and S-Plus. Biometr. J. 2000; 42: 677-699.
Sauerbrei W, Meier-Hirmer C, Benner A, Royston P. Multivariable regression model building by using fractional polynomials: description of SAS, STATA and R programs, Comp Stat and Data Analysis, 2006; 50: 3464-3485.
Benner A, Zucknick M, Hielscher T, Ittrich C, Mansmann U. High-dimensional Cox models: the choice of penalty as part of the model building process. Biom J. 2010; 52:50-69.
Hielscher T, Zucknick M, Werft W, Benner A. On the prognostic value of survival models with application to gene expression signatures. Stat Med. 2010; 29:818-829.
Becker N, Toedt G, Lichter P, Benner A. Elastic SCAD as a novel penalization method for SVM classification tasks in high-dimensional data. BMC Bioinformatics 2011; 12:138.
Sill M, Kaiser S, Benner A, Kopp-Schneider A. Robust biclustering by sparse singular value decomposition incorporating stability selection. Bioinformatics 2011; 27: 2089-2097.
Werft W, Benner A, Kopp-Schneider A. On the identification of predictive biomarkers: Detecting treatment-by-gene interaction in high-dimensional data. Comp Stat and Data Analysis 2012; 56: 1275-1286.
Binder H, Benner A, Bullinger L, Schumacher M. Tailoring sparse multivariable regression techniques for prognostic single-nucleotide polymorphism signatures. Stat.Med. 2013: 32: 1778-1791.
Benner A, Mansouri L, Rossi D, Majid A, Willander K, Parker A, Bond G, Pavlova S, Nückel H, Merkel O, Ghia P, Montserrat E, Kaderi MA, Rosenquist R, Gaidano G, Dyer MJ, Söderkvist P, Linderholm M, Oscier D, Tvaruzkova Z, Pospisilova S, Dührsen U, Greil R, Döhner H, Stilgenbauer S, Zenz T (European Research Initiative on CLL). MDM2 promotor polymorphism and disease characteristics in chronic lymphocytic leukemia: results of an individual patient data-based meta-analysis. Haematologica 2014: 99: 1285-1291.
Saadati M, Benner A. Statistical challenges of high-dimensional methylation data. Stat.Med. 2014: epub.
Research Interests
Papers共 724 篇Author StatisticsCo-AuthorSimilar Experts
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引用量
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期刊级别
合作者
合作机构
JOURNAL FOR IMMUNOTHERAPY OF CANCERno. 1 (2024)
Transplantation and Cellular Therapy (2024)
European Urology (2024): S330-S331
JOURNAL OF CLINICAL ONCOLOGYno. 1 (2024): 26-+
Haematologicano. 1 (2024): 72-83
Elisa Sala,Adela M. Neagoie, Jan Lewerenz, Maral Saadati,Axel Benner,Andrea Gantner,Verena Wais,Hartmut Doehner,Donald Bunjes
TRANSPLANTATION AND CELLULAR THERAPYno. 6 (2024): 586.e1-586.e11
crossref(2024)
Leukemiapp.1-9, (2024)
STATISTICS IN MEDICINEno. 9 (2024): 1804-1825
Hans Salwender,Niels Weinhold,Axel Benner,Kaya Miah,Maximilian Merz,Mathias Haenel,Christian Jehn,Elias Mai, Ekaterina Menis,Igor Blau, Christof Scheid, Dirk Hose,
HEMATOLOGYno. 1 (2024): 2320006-2320006
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Author Statistics
#Papers: 721
#Citation: 39222
H-Index: 95
G-Index: 95
Sociability: 8
Diversity: 3
Activity: 115
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