Testing for association between RNA-Seq and high-dimensional data
● Data Source:
BioConductor
● Keywords: documentation
● Alias: globalSeq, globalSeq-package
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Communicates between cursus and omnibus by coordinating a chromosome-wide analysis.
● Data Source:
BioConductor
● Keywords: misc
● Alias: intern.chromo
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Using the parameter estimates mu and phi and the permutation matrix perm , these functions tests for global association between y and X . The function intern.crude calculates p-values by permutation (without repetitions). The functions intern.focus and intern.conva use different tricks to increase precision and decrease computational expense.
● Data Source:
BioConductor
● Keywords: misc
● Alias: intern.conva, intern.crude, intern.focus
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This functions estimates the parameters of the negative binomial distribution by maximum likelihood. It is called by the functions omnibus and proprius .
● Data Source:
BioConductor
● Keywords: misc
● Alias: intern.estim
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Convert RNA-Seq data to a numeric matrix
● Data Source:
BioConductor
● Keywords: misc
● Alias: intern.matrix
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The number of permutations of n elements is n! . This function randomly rearranges the elements it times, and then deletes all duplicates. Thus it finds always less than it and n! permutations. If a confounding variable is provided, the function uses stratified permutation. This function is called by the functions omnibus and proprius .
● Data Source:
BioConductor
● Keywords: misc
● Alias: intern.permu
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This function plots the individual contributions to the test statistic. It is called by the function proprius .
● Data Source:
BioConductor
● Keywords: misc
● Alias: intern.plot
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These functions calculate the contribution of covariate or samples to the test statistic. They are called by the function proprius .
● Data Source:
BioConductor
● Keywords: misc
● Alias: intern.cov, intern.sam
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This function calculates the test statistic. It is called by the function omnibus .
● Data Source:
BioConductor
● Keywords: misc
● Alias: intern.score
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Communicates between cursus and omnibus by selecting the covariates of interest.
● Data Source:
BioConductor
● Keywords: misc
● Alias: intern.select
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