SMIXnorm.mle: Main function for the nested EM algorithm for SMIXnorm.

Description Usage Arguments Value

View source: R/SMIXnorm.R

Description

Performs the nested EM algorithm to find the MLE of the simplified mixture model.

Usage

1
SMIXnorm.mle(dat, max_iter = 20, tol = 0.01)

Arguments

dat

input raw read count matrix. dim(dat)=J genes * I samples.

max_iter

maximum number of iterations for the nested EM algorithm default is 20, recommend range (10, 50).

tol

convergency criteria, default is 1e-2, recommend range (1e-5,1).

Value

A list conatins the MLE of all parameters.


S-YIN/RSEQNORM documentation built on March 8, 2020, 11:16 p.m.