lmFluo {CONFESS} | R Documentation |
It estimates the optimal number of mixtures for the flexmix model on data from multiple runs.
lmFluo(data, batch, maxMix, reference, prior.pi, flex.reps, flexmethod, seed)
data |
Numeric vector. An 1-dimensional vector of adjusted data from a single channel. |
batch |
Integer. The run number. |
maxMix |
Integer. The maximum number of components to fit into the mixture of regressions model. |
reference |
Numeric vector. Specifies the runs to be used as baseline (iteratively). |
prior.pi |
Float. The prior probability to accept a component. |
flex.reps |
Integer. The iterations of the Expectation-Maximization algorithm to estimate the flexmix model. |
flexmethod |
Character string. A method to estimate the optimal number of flexmix components. One of "BIC", "AIC", "ICL". |
seed |
Integer. An optional seed number for the Random Number Generator. |
The flexmix mixture components and other statistics