The pcaExplorer packageMain functions and info on the |
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pcaExplorer: analyzing time-lapse microscopy imaging, from detection to tracking |
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Explore a dataset from a PCA perspective |
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Working with Principal ComponentsFunctions for working efficiently with Principal Components |
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Sample PCA plot for transformed data |
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Sample PCA plot for transformed data |
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Scree plot of the PCA on the samples |
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Principal components (cor)relation with experimental covariates |
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Principal components analysis on the genes |
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Extract genes with highest loadings |
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Plot significance of (cor)relations of covariates VS principal components |
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Annotation and Functional interpretationFunctions for annotating and performing functional interpretation |
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Get an annotation data frame from biomaRt |
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Get an annotation data frame from org db packages |
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Extract functional terms enriched in the DE genes, based on topGO |
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Functional interpretation of the principal components |
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Functional interpretation of the principal components, based on simple overrepresentation analysis |
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Expression data exploration |
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Pairwise scatter and correlation plot of counts |
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Plot distribution of expression values |
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Extract and plot the expression profile of genes |
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Make a simulated DESeqDataSet for two or more experimental factors |
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Deprecated functions in pcaExplorer |
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Deprecated functions in pcaExplorer |