The Real-World Premiere: Statistical Applications in Action

Students often conflate the link function

g(\mu)

with the inverse link

g^{-1}(\eta)

. Remember,

g

maps the expected value space to the linear predictor space, whereas

g^{-1}

maps the linear combination of covariates back to the scale of the response variable.

Institutional Reference: Applied Statistics