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Open Access Methodology article

Dimension reduction with gene expression data using targeted variable importance measurement

Hui Wang1* and Mark J van der Laan2

Author Affiliations

1 Department of Pediatrics, Stanford University, MSOB X111, Stanford, CA 94305, USA

2 Division of Biostatistics, University of California Berkeley, 101 Haviland Hall, Berkeley, CA 94720, USA

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BMC Bioinformatics 2011, 12:312  doi:10.1186/1471-2105-12-312

Published: 29 July 2011

Additional files

Additional file 1:

More detailed descriptions of the TMLE methodology and the conducted simulations.

Format: PDF Size: 136KB Download file

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Open Data

Additional file 2:

The additional materials of the conducted simulations.

Format: PDF Size: 500KB Download file

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Open Data

Additional file 3:

The PCA results.

Format: PDF Size: 76KB Download file

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Open Data