Extra Canonical Link Family Objects for Generalized Linear Models (R package)
To install from Github:
devtools::install_github("Qiu-Hongxiang-David/CanonicalFamilyExtra")Example:
library(CanonicalFamilyExtra)
x <- rnorm(100)
y <- 1/(1 + exp(-x)) + rnorm(100)
# fit logistic model
glm(y~x, family = binomial_extra())
# fit log-linear model
glm(y~x, family = poisson_extra())More naive approaches appear not working.
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