Creates an object representing a collection of binomial mixture models. There is one model for each fixed number of components from 1 to some specified maximum. In particular each model is identified by a single number specifiying the number of components in the model. Models are naturally ordered by inclusion so that, for example, a model with 2 components comes before a model with 3 or more components.

`maxNumComponents` |
the maximum number of components allowed in a model, will create a hierarchy of all models with less than or equal to this number. |

`phi` |
parameter controlling the strength of the sBIC penalty. |

An object representing the collection.

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