summary.BranchGLMVS {BranchGLM} | R Documentation |

## Summary Method for BranchGLMVS Objects

### Description

Summary method for BranchGLMVS objects.

### Usage

```
## S3 method for class 'BranchGLMVS'
summary(object, ...)
```

### Arguments

`object` |
a |

`...` |
further arguments passed to or from other methods. |

### Value

An object of class `summary.BranchGLMVS`

which is a list with the
following components

`results` |
a data.frame which has the metric values for the best models along with the sets of variables included in each model |

`VS` |
the supplied |

`formulas` |
a list containing the formulas of the best models |

`metric` |
the metric used to perform variable selection |

### See Also

plot.summary.BranchGLMVS, coef.summary.BranchGLMVS, predict.summary.BranchGLMVS

### Examples

```
Data <- iris
Fit <- BranchGLM(Sepal.Length ~ ., data = Data, family = "gaussian", link = "identity")
# Doing branch and bound selection
VS <- VariableSelection(Fit, type = "branch and bound", metric = "BIC",
bestmodels = 10, showprogress = FALSE)
VS
## Getting summary of the process
Summ <- summary(VS)
Summ
## Plotting the BIC of the best models
plot(Summ, type = "b")
## Plotting the variables in the best models
plot(Summ, ptype = "variables")
## Getting coefficients
coef(Summ)
```

[Package

*BranchGLM*version 2.1.6 Index]