cellTypeCompositions-package: cellTypeCompositions: Cell Type Compositions Gibbs Sampler

cellTypeCompositions-packageR Documentation

cellTypeCompositions: Cell Type Compositions Gibbs Sampler

Description

Estimate cell type compositions from a table of clone by cell type counts. Functions are provided for exploring the cell type compositions that are displayed by cell lineages. The workhorse is a function that performs blocked Gibbs sampling on the cell type frequencies in a parent population under a model that assumes a vague prior for the total number of cells and a uniform Dirichlet prior for the proportions fo different cell types.

Details

The only functions you're likely to need from cellTypeCompositions is gibbsScan and its update method


BushmanLab/cellTypeCompositions documentation built on June 14, 2022, 9:29 p.m.