draw_moi_initial: Draw initial MOIs
In artaylor85/FreqEstimationModel:

draw_moi_initial

R Documentation

Draw initial MOIs

Function for drawing initial MOIs.

draw_moi_initial(moi_list, datasampleID, y_no_mxed, y_mxed)

`datasampleID`	is a vector of sample IDs; that is, a character vector such as `c('id1:1','id2:1','id3:1','id4:1')`. It is required to ensure the order of the initial MOI estimates is consistent with the data.
`y_no_mxed`	is a vector comprising a subset of `datasampleID`; for example `c('id1:1','id4:1')`. The subset includes sample IDs for all samples for which there is no evidence of multiclonality; that is, samples for which an MOI of one is possible.
`y_mxed`	is a vector comprising a subset of `datasampleID`; for example `c('id1:2','id4:3')`. The subset includes sample IDs for all samples for which there is evidence of multiclonality; that is, samples for which an MOI of one is not possible. Note that, `y_no_mxed` and `y_mxed` are disjoints sets that together union of is equal to the unordered equivalent of `datasampleID`.
`moi_list$moi_prior`	is a character, either `'Poisson'`, `'nBinomial'`, `'Geometric'` or `'Uniform'`, that defines the prior distribution over the MOI.
`moi_list$moi_max`	is an integer defining the maximum moi possible in the model
`moi_list$moi_hyperparameter`	is a parameter of the prior distribution
`moi_list$moi_size_hyperparameter`	is a parameter of the prior distribution