Tools for the analysis of heterogeneous tissues

Documentation for package ‘TOAST’ version 1.2.0

assignCellType	Align cell types when reference proportions are known
CBS_PBMC_array	An example dataset for partial reference-free cell composition estimation from tissue gene expression
ChooseMarker	Choose cell type-specific markers from pure cell type profiles or single cell data
csDeconv	Improve reference-free deconvolution using cross-cell type differential analysis
csTest	Testing differential signals for specified phenotype and cell type(s).
DEVarSelect	Feature selection for reference-free deconvolution using cross-cell type differential analysis
findRefinx	findRefinx
fitModel	Fit model with proportions and phenotypes.
GetPrior	Get prior knowledge for supported tissue types
makeDesign	Generate design matrix from input phenotypes and proportions.
MDeconv	Estimate cell compoisitons via partial reference-free deconvolution.
RA_100samples	An example dataset for cellular proportion estimation and multiple factor design