'DenNHist' gives the density plot that compares the empirical q's and the simulated q's from the fitted beta distribution.
● Data Source:
BioConductor
● Keywords: beta
● Alias: DenNHist
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'EBMultiTest' is built based on the assumption of NB-Beta Empirical Bayes model. It utilizes the EM algorithm to give the posterior probability of the interested patterns.
● Data Source:
BioConductor
● Keywords: DE, Multiple Condition
● Alias: EBMultiTest
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In 'EBSeq_NingLeng-package,' a Negative Binomial-beta model was built to analyze the RNASeq data. We used the empirical bayes method and EM algrithom.
● Data Source:
BioConductor
● Keywords: package
● Alias: EBSeq_NingLeng, EBSeq_NingLeng-package
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Base on the assumption of NB-Beta Empirical Bayes model, the EM algorithm is used to get the posterior probability of being DE.
● Data Source:
BioConductor
● Keywords: DE, Two condition
● Alias: EBTest
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Obtain DE analysis results in a two-condition test using the output of EBTest()
● Data Source:
BioConductor
● Keywords: DE, Two condition
● Alias: GetDEResults
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'GetMultiFC' calculates the Fold Changes for each pair of conditions in a multiple condition study.
● Data Source:
BioConductor
● Keywords: Posterior Probability
● Alias: GetMultiFC
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'GetMultiPP' generates the Posterior Probability of being each pattern of each transcript based on the EBMultiTest output.
● Data Source:
BioConductor
● Keywords: Posterior Probability
● Alias: GetMultiPP
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'GetNg' generates the Ng vector for the isoform level data. (While using the number of isoform in the host gene to define the uncertainty groups.)
● Data Source:
BioConductor
● Keywords: Ng
● Alias: GetNg
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'GetNormalizedMat' calculates the normalized expression matrix. (Note: this matrix is only used for visualization etc. EBTes and EBMultiTest request *un-adjusted* expressions and normalization factors.)
● Data Source:
BioConductor
● Keywords: Normalization
● Alias: GetNormalizedMat
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'GetPP' generates the Posterior Probability of being DE of each transcript based on the EBTest output.
● Data Source:
BioConductor
● Keywords: Posterior Probability
● Alias: GetPP
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