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Functional boxplots have been introduced in Functional Statistics as an instrument to detect and identify the presence of possible outliers in a dataset where each datum is represented by a function.
We combined GO term to parent threshold-based and threshold-independent ad-hoc functional statistics with in-depth analysis of key modified transcripts to highlight various exon-specific changes.
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Subsequently, these functional category statistics are combined in an overall gene level statistic.
Statistical significance was assessed using the chi-squared test and the functional enrichment statistics was calculated using the hypergeometric distribution implemented in the R package.
Tables listing pathway-based functional annotation statistics.
Detailed functional annotation statistics for a cDNA library are provided in the 'statistics' link on the GarlicESTdb webpage.
Microarray-based gene expression studies have used and abused pathway analysis often calling a pathway what is not a pathway, but rather a gene set and determined a functional enrichment statistics or score based on a pool of genes in the sample (e.g. Fisher exact test, gene set enrichment analysis [ 49]).
The genome statistics, functional relatedness and functional annotations of the six R. palustris genomes were extracted or predicted using tools available on the IMG resource.
A large number of algebraic, functional analysis, probability, statistics and inequality theories are used in this paper.
It is used by many mathematicians in many fields of mathematics such as functional analysis, mathematical statistics, and complex analysis (see for example [1 4] and references therein).
During the last decade, in spite of the sophistication of the recently proposed methods, some algorithms have not yet attained a desirable level of applicability for image denoising, which is still a challenge at the crossing of functional analysis and statistics.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com