Publications
Refereed Publications
| 1. | Marcel Dettling and Peter Bühlmann (2002) Supervised Clustering of Genes Genome Biology, Vol. 3, No. 12, p. 0069.1-0069.15 |
| 2. | Marcel Dettling and Peter Bühlmann (2003) Boosting for Tumor Classification with Gene Expression Data Bioinformatics, Vol. 19, No. 9, p. 1061-1069 |
| 3. | Marcel Dettling and
Peter Bühlmann (2004) Finding Predictive Gene Groups from Microarray Data Journal of Multivariate Analysis, Vol. 90, No. 1, p. 106--131 |
| 4. | Marcel Dettling and Peter Bühlmann (2004) Risk and Volatility Estimation with Linear and Nonlinear Methods Based on High Frequency Data Applied Financial Economics, Vol. 14, No. 10, p. 717-729. |
| 5. | Oliver Teuffel,
Marcel Dettling, Gunnar Cario, Martin Stanulla, Martin Schrappe, Peter
Bühlmann, Felix Niggli and Beat Schäfer (2004) Gene Expression Profiles and Risk Stratification in Childhood Acute Leukemia Haematologica, Vol. 89, p. 801-808. |
| 6. | Marco Wachtel,
Marcel Dettling, Eva Koscielnak, Sabine Stegmaier, Joern Treuner,
Katja Simon-Klingenstein, Peter Bühlmann, Felix Niggli and Beat
Schaefer (2004). Gene Expression Signatures Identify Rhabdomyosarcoma Subtypes and Detect Novel t(2;2)(q35;p23) Translocation Fusing PAX3 and NCOA1. Cancer Research, Vol. 64, p. 5539-5545. |
| 7. | Robert
Gentleman, Vince Carey, Doug Bates, Ben Bolstad, Marcel Dettling,
Sandrine Dudoit, Byron Ellis, Laurent Gautier, Yongchao Ge, Jeff
Gentry, Kurt Hornik, Torsten Hothorn, Wolfgang Huber, Stefano
Iacus, Rafael Irizarry, Fritz Leisch, Martin Maechler, Tony
Rossini, Gunther Sawitzki, Colin Smith, Gordon Smyth, Luke
Tierney, Jean Yang and John Zhang (2004). Bioconductor: Open Software Development for Computational Biology and Bioinformatics Genome Biology, Vol. 5, R80. |
| 8. | Oliver Teuffel, David
Betts, Marcel Dettling, Rahel Schaub, Beat Schäfer and Felix Niggli
(2004) Prenatal Origin of Separate Evolution of Leukemia in Identical Twins Leukemia, Vol. 18, p. 1624-1629. |
| 9. | Marcel Dettling
(2004) BagBoosting for Tumor Classification with Gene Expression Data Bioinformatics, Vol. 20, No. 18, p. 3583-3593. |
| 10. | Torsten Hothorn,
Marcel Dettling and Peter Bühlmann (2005). Computational Inference Bioinformatics and Computational Biology Solutions Using R and Bioconductor. Springer, New York. ISBN 0-387-25146-4. |
| 11. | Marcel Dettling
(2005). Case Study on Microarray Classification Bioinformatics and Computational Biology Solutions Using R and Bioconductor. Springer, New York. ISBN 0-387-25146-4. |
| 12. | Marcel Dettling,
Edward Gabrielson and Giovanni Parmigiani (2005). Searching for Differentially Expressed Gene Combinations Genome Biology, Vol. 6, R88 |
Proceedings
| 13. | Marcel Dettling (2002) Supervised Clustering of Genes (short version) Proceedings of the 15th Conference in Computational Statistics, Compstat 2002, Berlin. ISBN 3-00-009819-4 |
| 14. | Marcel Dettling (2003) Revealing Predictive Gene Groups with Supervised Algorithms Proceedings of the Conference in Distributed Statistical Computing 2003, Vienna. Editors: Kurt Hornik, Friedrich Leisch and Achim Zeileis. ISSN 1609-395X. |
| 15. | Marcel
Dettling (2005). Finding Predictive Gene Groups from Microarray Data and Combining them with Clinical Predictor Variables Proceedings of the 55th Session of the International Statistical Institute, Sydney, Australia. ISBN 1-977949-28-2. |
Software
| 16. | Marcel
Dettling (2003). Package supclust , for supervised clustering of genes and finding predictive gene groups from microarray data. R: A Language and Environment for Statistical Computing, Vienna, Austria. ISBN 3-900051-00-3. |
| 17. | Marcel
Dettling (2004). Package boost, implementing machine learning techniques and simulation procedures. R: A Language and Environment for Statistical Computing, Vienna, Austria. ISBN 3-900051-00-3. |
Technical Reports and Submitted Manuscripts
| 18. | Marcel Dettling
and Peter Bühlmann (2003). Supervised Gene Clustering with Penalized Logistic Regression Technical Report Nr. 115, Seminar für Statistik, ETH Zuerich. |
| 19. | Marcel Dettling
(2004). Supervised Learning in Very High Dimensional Problems with Applications to Microarray Data Ph.D. Thesis No. 15580, ETH Zuerich. |
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