Hi,

I am trying to do two-way clustering (using information of both observation and variables). Is there any package available in R.

There is a package for biclustering in development on R-Forge

http://r-forge.r-project.org/projects/biclust/

Slides from a recent presentation of the package at useR!2008
can be found at

http://www.statistik.uni-dortmund.de/useR-2008//slides/Kaiser+Leisch.pdf

Another querry, if somebody can provide related information (website) regarding 
this statistics, it will be great.

You can find a nice review by Iven Van Mechelen et al. at

http://ppw.kuleuven.be/okp/_pdf/VanMechelen2004TMCMA.pdf

HTH,
Tobias

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