lmFluo: lmFluo

Description Usage Arguments Value

View source: R/internal_fluo_NBE.R

Description

It estimates the optimal number of mixtures for the flexmix model on data from multiple runs.

Usage

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lmFluo(data, batch, maxMix, reference, prior.pi, flex.reps, flexmethod,
  seed)

Arguments

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.

Value

The flexmix mixture components and other statistics


CONFESS documentation built on Nov. 8, 2020, 6:05 p.m.