Man pages for stemangiola/tidyBulk
Brings transcriptomics to the tidyverse

adjust_abundance-methodsAdjust transcript abundance for unwanted variation
aggregate_duplicates-methodsAggregates multiple counts from the same samples (e.g., from...
arrange-methodsArrange rows by column values
as_matrixGet matrix from tibble
as_SummarizedExperiment-methodsas_SummarizedExperiment
bind_rowsEfficiently bind multiple data frames by row and column
breast_tcga_mini_SENeeded for vignette breast_tcga_mini_SE
check_if_counts_is_naCheck whether there are NA counts
check_if_duplicated_genesCheck whether there are duplicated genes/transcripts
check_if_wrong_inputCheck whether there are NA counts
cluster_elements-methodsGet clusters of elements (e.g., samples or transcripts)
counts_ensemblCounts with ensembl annotation
deconvolve_cellularity-methodsGet cell type proportions from samples
describe_transcript-methodsGet DESCRIPTION from gene SYMBOL for Human and Mouse
distinct-methodsdistinct
dplyr-methodsLeft join datasets
ensembl_symbol_mappingData set
ensembl_to_symbol-methodsAdd transcript symbol column from ensembl id for human and...
fill_missing_abundance-methodsFill transcript abundance if missing from sample-transcript...
filter-methodsSubset rows using column values
flybaseIDsflybaseIDs
get_bibliography-methodsProduces the bibliography list of your workflow
get_reduced_dimensions_UMAP_bulkGet UMAP
get_reduced_dimensions_UMAP_bulk_SEGet UMAP
group_by-methodsGroup by one or more variables
identify_abundant-methodsfind abundant transcripts
impute_missing_abundance-methodsimpute transcript abundance if missing from sample-transcript...
join-methodsInner join datasets
keep_abundant-methodsKeep abundant transcripts
keep_variable-methodsKeep variable transcripts
log10_reverse_translog10_reverse_trans
logit_translogit scale
mutate-methodsCreate, modify, and delete columns
nest-methodsunnest
pipePipe operator
pivot_sample-methodsExtract sample-wise information
pivot_transcript-methodsExtract transcript-wise information
quantile_normalise_abundance-methodsNormalise by quantiles the counts of transcripts/genes
reduce_dimensions-methodsDimension reduction of the transcript abundance data
reexportsObjects exported from other packages
remove_redundancy-methodsDrop redundant elements (e.g., samples) for which feature...
rename-methodsRename columns
resolve_complete_confounders_of_non_interestResolve Complete Confounders of Non-Interest
resolve_complete_confounders_of_non_interest-methodsresolve_complete_confounders_of_non_interest
rotate_dimensions-methodsRotate two dimensions (e.g., principal components) of an...
rowwise-methodsGroup input by rows
scale_abundance-methodsScale the counts of transcripts/genes
seSummarizedExperiment
se_miniSummarizedExperiment mini for vignette
summarise-methodsSummarise each group to fewer rows
symbol_to_entrezGet ENTREZ id from gene SYMBOL
test_differential_abundance-methodsPerform differential transcription testing using edgeR...
test_differential_cellularity-methodsAdd differential tissue composition information to a tbl
test_gene_enrichment-methodsanalyse gene enrichment with EGSEA
test_gene_overrepresentation-methodsanalyse gene over-representation with GSEA
test_gene_rank-methodsanalyse gene rank with GSEA
test_stratification_cellularity-methodsTest of stratification of biological replicates based on...
tidybulk-methodsCreates an annotated 'tidybulk' tibble from a 'tbl' or...
tidybulk_SAM_BAM-methodsCreates a 'tt' object from a list of file names of BAM/SAM
tximeta_summarizeToGene_objectNeeded for tests tximeta_summarizeToGene_object, It is...
vignette_manuscript_signature_boxplotNeeded for vignette vignette_manuscript_signature_boxplot
vignette_manuscript_signature_tsneNeeded for vignette vignette_manuscript_signature_tsne
vignette_manuscript_signature_tsne2Needed for vignette vignette_manuscript_signature_tsne2
X_cibersortCibersort reference
stemangiola/tidyBulk documentation built on Nov. 21, 2024, 8:14 a.m.