Source:http://linkedlifedata.com/resource/pubmed/id/17947148
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rdf:type | |
lifeskim:mentions | |
pubmed:dateCreated |
2007-10-23
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pubmed:abstractText |
When the same set of genes appear in two top ranking gene lists in two different studies, it is often of interest to estimate the probability for this being a chance event. This overlapping probability is well known to follow the hypergeometric distribution. Usually, the lengths of top-ranking gene lists are assumed to be fixed, by using a pre-set criterion on, e.g., p-value for the t-test. We investigate how overlapping probability changes with the gene selection criterion, or simply, with the length of the top-ranking gene lists. It is concluded that overlapping probability is indeed a function of the gene list length, and its statistical significance should be quoted in the context of gene selection criterion.
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pubmed:language |
eng
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pubmed:journal | |
pubmed:citationSubset |
IM
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pubmed:status |
MEDLINE
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pubmed:issn |
1557-170X
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pubmed:author | |
pubmed:issnType |
Print
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pubmed:volume |
1
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pubmed:owner |
NLM
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pubmed:authorsComplete |
Y
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pubmed:pagination |
5531-4
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pubmed:meshHeading |
pubmed-meshheading:17947148-Algorithms,
pubmed-meshheading:17947148-Cluster Analysis,
pubmed-meshheading:17947148-Data Interpretation, Statistical,
pubmed-meshheading:17947148-Databases, Protein,
pubmed-meshheading:17947148-Gene Expression Profiling,
pubmed-meshheading:17947148-Gene Expression Regulation,
pubmed-meshheading:17947148-Humans,
pubmed-meshheading:17947148-Models, Genetic,
pubmed-meshheading:17947148-Models, Statistical,
pubmed-meshheading:17947148-Models, Theoretical,
pubmed-meshheading:17947148-Oligonucleotide Array Sequence Analysis,
pubmed-meshheading:17947148-Pattern Recognition, Automated,
pubmed-meshheading:17947148-Probability,
pubmed-meshheading:17947148-Software
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pubmed:year |
2006
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pubmed:articleTitle |
Overlapping probabilities of top ranking gene lists, hypergeometric distribution, and stringency of gene selection criterion.
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pubmed:affiliation |
Regeneron Pharmaceutical Inc., Tarrytown, NY 10591, USA. wen.fury@regeneron.com
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pubmed:publicationType |
Journal Article
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