enumerate.models {nem} | R Documentation

## Exhaustive enumeration of models

### Description

The function `enumerate.models` is used to create the model space for inference by exhaustive enumeration. It computes a list of all transitively closed directed graphs on a given number of nodes.

### Usage

    enumerate.models(x,name=NULL,verbose=TRUE)

### Arguments

`x` | either the number of nodes or a vector of node names.
`name` | optionally the nodenames, if they are not provided in x
`verbose` | if TRUE outputs number of (unique) models. Default: TRUE

### Details

The model space of Nested Effects Models consists of all transitively closed directed graphs. The function `enumerate.models` creates them in three steps: (1.) build all directed graphs on `x` (or `length(x)`) nodes, (2.) transitively close each one of them, and (3.) remove redundant models to yield a unique set. So far, enumeration is limited to up to 5 nodes.

I'm aware that this is inefficient! It would be very desirable to enumerate the models directly (i.e. without creating all directed graphs as an intermediate step).

### Value

a list of models. Each entry is a transitively closed adjacency matrix with unit main diagonal.

### Author(s)

Florian Markowetz <URL: http://genomics.princeton.edu/~florian>

### See Also

`score`, `nem`

### Examples

    enumerate.models(2)
    enumerate.models(c("Anna","Bert"))

[Package nem version 2.4.0 Index]