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Collateral Missing Value Estimation: a new robust missing value estimation algorithm for microarray

by Muhammad Shoaib Sehgal

 

19 Aug 2006 (Updated 22 Aug 2006)

The toolbox can be used for missing value estimation

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Description

The CMVE toolbox estimates missing values by using correlation structure of the data. The software can be used to impute missing values in any correlated data especally microarray gene expression data. The imputation performance of the software has proven significant affect on gene regulatory network modelling, class prediction, gene selection, clustering and other subsequent analysis methods.

Further details about CMVE can be found in "Collateral Missing Value Estimation: a new robust missing value estimation algorithm for microarray data", Bioinformatics, 2005.

Feel free to contact me at
Shoaib.Sehgal@gmail.com or visit my page

www.gscit.monash.edu.au/~shoaib

MATLAB release MATLAB 7.2 (R2006a)
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Comments and Ratings (1)
23 Sep 2011 Eric

does anyone has the latest version of his software?

Many Thanks,
Eric

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Updates
22 Aug 2006

The description has been updated

Tag Activity for this File
Tag Applied By Date/Time
biotech Muhammad Shoaib Sehgal 22 Oct 2008 08:35:19
pharmaceutical Muhammad Shoaib Sehgal 22 Oct 2008 08:35:19
gene selection Muhammad Shoaib Sehgal 22 Oct 2008 08:35:19
classification Muhammad Shoaib Sehgal 22 Oct 2008 08:35:19
clustering Muhammad Shoaib Sehgal 22 Oct 2008 08:35:19
missing value estimation Muhammad Shoaib Sehgal 22 Oct 2008 08:35:19

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