agoutiGLM: Fit an aggregated output GLM

In timcdlucas/agouti: Base classes and simple models for disaggregation regression models. Potential name agouti (aggregate outputs ish)

Fit an aggregated output GLM

Description

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.

Usage

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

Arguments

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.

Examples

data(madagascar_malaria)

timcdlucas/agouti documentation built on Feb. 8, 2024, 6:12 p.m.