Description Usage Arguments Value Examples
Fit Beta Mixture Model The function fits a two-component Beta mixture model. This function directly maximize the log likelihood function through optimization.
1 |
y |
A vector representing the RNAseq raw count. |
inits |
Initial value to fit the mixture model. A vector with elements alpha1, beta1, alpha2, beta2 and pi1. |
model |
Character specifying E or V model. E model fits the mixture model with equal dispersion phi while V model doesn't put any constraint. Currently only V model is implemented. |
A vector consisting parameter estimates of alpha1, beta1, alpha2, beta2 and pi1, logLik and BIC.
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