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celda (version 0.0.0.9000)

calculateLoglikFromVariables.celda_G: Calculate the celda_G log likelihood for user-provided cluster assignments

Description

This function calculates the log likelihood of each clustering of genes generated over multiple iterations of Gibbs sampling.

Usage

# S3 method for celda_G
calculateLoglikFromVariables(counts, y, L, beta, delta, gamma,
  ...)

Arguments

counts

A numeric count matrix

y

A numeric vector of gene cluster assignments

L

The number of clusters being considered

beta

The Dirichlet distribution parameter for Phi; adds a pseudocount to each transcriptional state within each cell

delta

The Dirichlet distribution parameter for Eta; adds a gene pseudocount to the numbers of genes each state

gamma

The Dirichlet distribution parameter for Psi; adds a pseudocount to each gene within each transcriptional state

...

Additional parameters

Value

The log likelihood of the provided cluster assignment, as calculated by the celda_G likelihood function