agoutiGLM | R Documentation |

This function has flexibility for link functions both inside and outside the aggregation step as well as a variety of error models. The models are fitted with maximum likelihood and confidence intervals are given using the normal approximation to the likelihood surface.

```
agoutiGLM(
formula,
data,
ID,
inner_link = "identity",
outer_link = "identity",
family = stats::gaussian(),
weights,
...
)
```

`formula` |
A formula for the y and x variables. |

`data` |
A data frame suitable for aggregate outputs models. |

`ID` |
The column to use as the group ID column. Unquoted value. |

`inner_link` |
A character defining the inner link function. |

`outer_link` |
A character defining the outer link function. |

`family` |
The error distribution defined with a family object or character. |

`weights` |
Which column to use as within group weights such as population or time. |

`...` |
Further parameters. Currently unused. |

```
data(madagascar_malaria)
```

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