MixModelML-class {epigenomix} | R Documentation

## Class `"MixModelML"`

### Description

This class stores a mixture model fitted by a maximum likelihood approach.

### Objects from the Class

Objects can be created by calls of the form `new("MixModelML", ...)`. Usually, objects are created by `mlMixModel`.

### Slots

`convergence`:

  Object of class `"list"` storing information about the convergence of the EM algorithm.

`mmData`:

  Object of class `"numeric"` storing the data.

`configuration`:

  Object of class `"list"` storing configuration. See notes for details.

`results`:

  Object of class `"list"` storing results. See notes for details.

### Extends

Class `"MixModel"`, directly.

### Methods

convergence

  `signature(object = "MixModelML")`: Access to the convergence information.

### Note

In addition to the content described in `MixModel`, the following elements are present: Slot `configuration`:

1. convergenceA list storing the maximum number of allowed iterations. And delta log likelihood limit, that is interpreted as convergence, if the delta log likelihood falls below that limit.

Slot `results` is exactly like in `MixModel`. Slot `convergence`:

1. iterationsNumber of iterations ran.

2. deltaLogLikDelta of log likelihood observed in the last iteration.

3. logLikLog likelihood of the model fit.

### Author(s)

Hans-Ulrich Klein (h.klein@uni-muenster.de)

### See Also

`mlMixModel` `MixModel`

### Examples

    showClass("MixModelML")

[Package epigenomix version 1.27.1 Index]