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Evert, Stefan (2004). The Statistics of Word Cooccurrences: Word Pairs and Collocations. PhD dissertation, IMS, University of Stuttgart. Published in 2005, URN urn:nbn:de:bsz:93-opus-23714.
Free PDF version: http://purl.org/stefan.evert/PUB/Evert2004phd.pdf (official download)
UCS toolkit: http://www.collocations.de/software.html
The intended release of full data sets, program code and research notes together with UCS v0.5 has been delayed and will probably never happen. If you would like to replicate a particular analysis, please contact me by e-mail in order to obtain scripts and data in their current state.