fastglm.nb: Fit a negative binomial generalized linear model
In linogaliana/gravity: Gravity model with large scale data

Description Usage Arguments See Also

View source: R/fastglm_nb.R

A modification of the function glm.nb to reduce time and memory consumption

## S3 method for class 'nb'
fastglm(
  formula,
  data,
  weights,
  subset,
  na.action,
  start = NULL,
  etastart,
  mustart,
  control = glm.control(...),
  method = "glm.fit",
  model = TRUE,
  x = FALSE,
  y = TRUE,
  contrasts = NULL,
  ...,
  init.theta = NULL,
  link = log
)

`formula`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`data`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`weights`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`subset`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`na.action`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`start`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`etastart`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`mustart`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`control`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`method`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`model`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`x`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`y`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`contrasts`	arguments for the `glm()` function. Note that these exclude `family` and `offset` (but `offset()` can be used).
`...`	Additional parameters
`init.theta`	Optional initial value for the theta parameter. If omitted a moment estimator after an initial fit using a Poisson GLM is used.
`link`	The link function. Currently must be one of `log`, `sqrt` or `identity`.