Perform GLM (Generalised Linear Model) fitting

Method based on the paper by Edwards, A. A. et al. (1979). Radiation induced chromosome aberrations and the Poisson distribution. Radiation and Environmental Biophysics, 16(2), 89-100. <doi:10.1007/BF01323216>.

Usage

fit_glm_method(
  count_data,
  model_formula,
  model_family = c("automatic", "poisson", "quasipoisson", "nb2"),
  fit_link = "identity",
  aberr_module = c("dicentrics", "translocations", "micronuclei")
)

Arguments

count_data

Count data in data frame form.

model_formula

Model formula.

model_family

Model family.

fit_link

Family link.

aberr_module

Aberration module.

Value

List object containing GLM fit results.