fit_glm_method: Perform GLM (Generalised Linear Model) fitting

In biodosimetry-uab/biodosetools: An R Shiny Application for Biological Dosimetry

Perform GLM (Generalised Linear Model) fitting

Description

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.

biodosimetry-uab/biodosetools documentation built on Nov. 28, 2024, 10:12 a.m.