objective | R Documentation |

Calculate the log likelihood for the full dataset given a set of parameters.

```
objective(beta, x, y, ID, inner, outer, likelihood_function, weights)
```

`beta` |
The parameter vector |

`x` |
covariate matrix |

`y` |
observation vector. |

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

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

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

`likelihood_function` |
The likelihood (error) function given as a function such as dnorm. |

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

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