'Maclinical' implements class prediction using both microarray data and clinical parameters. It addresses the question of the additional predictive value of microarray data. Class prediction is performed using a two-step method combining (pre-validated) PLS dimension reduction and random forests.
| Version: | 1.0-4 |
| Depends: | R (≥ 2.4.1), party, plsgenomics, st, e1071 |
| Published: | 2009-05-29 |
| Author: | Anne-Laure Boulesteix. |
| Maintainer: | Anne-Laure Boulesteix <boulesteix at slcmsr.org> |
| License: | GPL (≥ 2) |
| URL: | http://cran.r-project.org/web/packages/MAclinical/index.html |
| CRAN checks: | MAclinical results |
| Package source: | MAclinical_1.0-4.tar.gz |
| MacOS X binary: | MAclinical_1.0-4.tgz |
| Windows binary: | MAclinical_1.0-4.zip |
| Reference manual: | MAclinical.pdf |
| Old sources: | MAclinical archive |