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

Description Usage Arguments Value

View source: R/SMIXnorm.R

Description

This function takes the raw data as input and find the MLE of the mixture model.

Usage

1
SMIXnorm(dat, max_iter = 15, tol = 0.01, log_file)

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 15, recommend range (10, 50).

tol

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

log_file

file name that records the log.

Value

A list conatins the MLE of all parameters.


S-YIN/FFPEnorm documentation built on Nov. 20, 2019, 7:05 a.m.