Rank aggregation

Version 1.1.0.0 (8.58 KB) by Nejc Ilc
Summarizes ordered lists.
904 Downloads
Updated 12 Jun 2013

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Function aggregateRanks() deals with aggregation of ordered lists or rank matrix. It features robust methods for dealing with noisy input data.

Rank aggregation methods included:
- minimum
- mean
- geometric mean
- median
- Stuart (Stuart et al., Aerts et al.)
- Robust rank aggregation (Kolde et al.)

Acknowledgements:
This is a Matlab implementation of the R package "RobustRankAggreg" written by Raivo Kolde.

References:
Kolde, R., Laur, S., Adler, P., & Vilo, J. (2012).
Robust rank aggregation for gene list integration and meta-analysis. Bioinformatics (Oxford, England), 28(4), 573-580.

Stuart, J. M., Segal, E., Koller, D., & Kim, S. K. (2003).
A gene-coexpression network for global discovery of conserved genetic modules. Science (New York, N.Y.), 302(5643), 249-55.

Aerts, S., Lambrechts, D., Maity, S., Van Loo, P., Coessens, B., De Smet, F., Tranchevent, L.-C., et al. (2006). Gene prioritization through genomic data fusion. Nature biotechnology, 24(5), 537-44.

Cite As

Nejc Ilc (2024). Rank aggregation (https://www.mathworks.com/matlabcentral/fileexchange/41835-rank-aggregation), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2012a
Compatible with any release
Platform Compatibility
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Version Published Release Notes
1.1.0.0

Corrected a spelling mistake in the file description.

1.0.0.0