Anne Laure Boulesteix

Summary

Country: Germany

Publications

  1. ncbi request reprint WilcoxCV: an R package for fast variable selection in cross-validation
    Anne Laure Boulesteix
    Sylvia Lawry Centre for Multiple Sclerosis Research, Hohenlindenerstr 1, D 81677 Munich, Germany
    Bioinformatics 23:1702-4. 2007
  2. pmc Bias in random forest variable importance measures: illustrations, sources and a solution
    Carolin Strobl
    Institut für Statistik, Ludwig Maximilians Universitat Munchen, Ludwigstr, 33, 80539 Munchen, Germany
    BMC Bioinformatics 8:25. 2007
  3. ncbi request reprint Partial least squares: a versatile tool for the analysis of high-dimensional genomic data
    Anne Laure Boulesteix
    Department of Medical Statistics and Epidemiology, Technical University of Munich, Ismaningerstrasse 22, D 81675 Munich, Germany
    Brief Bioinform 8:32-44. 2007
  4. ncbi request reprint Maximally selected chi-square statistics and binary splits of nominal variables
    Anne Laure Boulesteix
    Department of Medical Statistics and Epidemiology, Technical University of Munich, Ismaningerstr 22, D 81675 Munich, Germany
    Biom J 48:838-48. 2006
  5. ncbi request reprint Reader's reaction to "Dimension reduction for classification with gene expression microarray data" by Dai et al (2006)
    Anne Laure Boulesteix
    Department of Medical Statistics and Epidemiology, Technical University of Munich, Germany
    Stat Appl Genet Mol Biol 5:Article16. 2006
  6. ncbi request reprint Maximally selected chi-square statistics for ordinal variables
    Anne Laure Boulesteix
    Department of Statistics, University of Munich, Akademiestrasse 1, D 80799 Munich, Germany
    Biom J 48:451-62. 2006
  7. doi request reprint Microarray-based classification and clinical predictors: on combined classifiers and additional predictive value
    Anne Laure Boulesteix
    Sylvia Lawry Centre for MS Research, Hohenlindenerstr 1, D 81677 Munich, Germany
    Bioinformatics 24:1698-706. 2008
  8. doi request reprint Effects of aprotinin dosage on renal function: an analysis of 8,548 cardiac surgical patients treated with different dosages of aprotinin
    Wulf Dietrich
    Institute for Research in Cardiac Anesthesia, Munich, Germany
    Anesthesiology 108:189-98. 2008
  9. doi request reprint Multiple testing for SNP-SNP interactions
    Anne Laure Boulesteix
    Sylvia Lawry Centre and Institute for Medical Statistics and Epidemiology, Technical University of Munich
    Stat Appl Genet Mol Biol 6:Article37. 2007
  10. doi request reprint Microarray-based prediction of tumor response to neoadjuvant radiochemotherapy of patients with locally advanced rectal cancer
    Caroline Rimkus
    Department of Surgery, Immunology and Hygiene, Klinikum rechts der Isar der Technischen Universitat Munchen, Munich, Germany
    Clin Gastroenterol Hepatol 6:53-61. 2008

Collaborators

Detail Information

Publications12

  1. ncbi request reprint WilcoxCV: an R package for fast variable selection in cross-validation
    Anne Laure Boulesteix
    Sylvia Lawry Centre for Multiple Sclerosis Research, Hohenlindenerstr 1, D 81677 Munich, Germany
    Bioinformatics 23:1702-4. 2007
    ..Availability: Our method is implemented in the freely available R package WilcoxCV which can be downloaded from the Comprehensive R Archive Network at http://cran.r-project.org/src/contrib/Descriptions/WilcoxCV.html...
  2. pmc Bias in random forest variable importance measures: illustrations, sources and a solution
    Carolin Strobl
    Institut für Statistik, Ludwig Maximilians Universitat Munchen, Ludwigstr, 33, 80539 Munchen, Germany
    BMC Bioinformatics 8:25. 2007
    ....
  3. ncbi request reprint Partial least squares: a versatile tool for the analysis of high-dimensional genomic data
    Anne Laure Boulesteix
    Department of Medical Statistics and Epidemiology, Technical University of Munich, Ismaningerstrasse 22, D 81675 Munich, Germany
    Brief Bioinform 8:32-44. 2007
    ..g. tumor classification from transcriptome data, identification of relevant genes, survival analysis and modeling of gene networks and transcription factor activities...
  4. ncbi request reprint Maximally selected chi-square statistics and binary splits of nominal variables
    Anne Laure Boulesteix
    Department of Medical Statistics and Epidemiology, Technical University of Munich, Ismaningerstr 22, D 81675 Munich, Germany
    Biom J 48:838-48. 2006
    ..Applications of the derived distribution to variable selection and hypothesis testing are discussed based on simulations. As an illustration, our method is applied to a birth data set...
  5. ncbi request reprint Reader's reaction to "Dimension reduction for classification with gene expression microarray data" by Dai et al (2006)
    Anne Laure Boulesteix
    Department of Medical Statistics and Epidemiology, Technical University of Munich, Germany
    Stat Appl Genet Mol Biol 5:Article16. 2006
    ..This note is a comment on the article "Dimension Reduction for Classification with Gene Expression Microarray Data" that appeared in Statistical Applications in Genetics and Molecular Biology (Dai et al., 2006)...
  6. ncbi request reprint Maximally selected chi-square statistics for ordinal variables
    Anne Laure Boulesteix
    Department of Statistics, University of Munich, Akademiestrasse 1, D 80799 Munich, Germany
    Biom J 48:451-62. 2006
    ..As an illustration, this method is applied to a new data set describing pregnancy and birth for 811 babies...
  7. doi request reprint Microarray-based classification and clinical predictors: on combined classifiers and additional predictive value
    Anne Laure Boulesteix
    Sylvia Lawry Centre for MS Research, Hohenlindenerstr 1, D 81677 Munich, Germany
    Bioinformatics 24:1698-706. 2008
    ..Moreover, they should address the question of the additional predictive value of microarray data in a fair framework...
  8. doi request reprint Effects of aprotinin dosage on renal function: an analysis of 8,548 cardiac surgical patients treated with different dosages of aprotinin
    Wulf Dietrich
    Institute for Research in Cardiac Anesthesia, Munich, Germany
    Anesthesiology 108:189-98. 2008
    ..Recently, concerns about the safety of this drug were raised, especially regarding impaired renal outcome. This event rate was supposed to be dose dependent...
  9. doi request reprint Multiple testing for SNP-SNP interactions
    Anne Laure Boulesteix
    Sylvia Lawry Centre and Institute for Medical Statistics and Epidemiology, Technical University of Munich
    Stat Appl Genet Mol Biol 6:Article37. 2007
    ..An implementation of our method is available from the Comprehensive R Archive Network (CRAN) as R package 'SNPmaxsel'...
  10. doi request reprint Microarray-based prediction of tumor response to neoadjuvant radiochemotherapy of patients with locally advanced rectal cancer
    Caroline Rimkus
    Department of Surgery, Immunology and Hygiene, Klinikum rechts der Isar der Technischen Universitat Munchen, Munich, Germany
    Clin Gastroenterol Hepatol 6:53-61. 2008
    ..The aim of the study was to evaluate the capacity of gene expression signatures to identify responders and nonresponders pretherapeutically...
  11. ncbi request reprint A CART-based approach to discover emerging patterns in microarray data
    Anne Laure Boulesteix
    Seminar for Applied Stochastics, Department of Statistics, University of Munich, Akademiestrasse 1, D 80799 Munich, Germany
    Bioinformatics 19:2465-72. 2003
    ..However, finding useful (i.e. short and statistically significant) EP is typically very hard...
  12. pmc Conditional variable importance for random forests
    Carolin Strobl
    Department of Statistics, Ludwig Maximilians Universitat Munchen, Ludwigstrasse 33, D 80539 Munchen, Germany
    BMC Bioinformatics 9:307. 2008
    ..Their variable importance measures have recently been suggested as screening tools for, e.g., gene expression studies. However, these variable importance measures show a bias towards correlated predictor variables...